{smcl}
{txt}{sf}{ul off}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Cooperative Agreements\Empirics\OCTOBER 2020\Output\cooperativeagreements.UQFE.SUPPLEMENTARY ANALYSIS #4.11-08-2020.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res} 8 Nov 2020, 18:04:27
{txt}
{com}. 
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. 
. *** ALL COOPERATIVE AGREEMENTS [NEW AWARDS, CONTINUATION OF PREVIOUS AWARDS, & REVISIONS OF EXISTING AWARDS] ***
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. 
. 
. 
. *** SUPPLEMENTARY ANALYSES: OMITTING ALL NON-AGENCY RELATED CONTROLS SANS SUBAGENCY FEs AND YEAR FEs TO ASSESS WHETHER KEY INSIGIFICANT/NULL FINDING COVARIATES THAT ///
> *** YIELD RIVAL AGENCY-BASED EXPLANATIONS FOR VARIATIONS IN CA AWARD SIZE [I.E., AGENCY HEAD MANAGERIAL EXPERTISE; PRESIDENTIAL LOYALTY; AGENCY STAFF POLITICIZATION; ///
> *** AGENCY STAFF PROFESSIONALISM; CEO; PRIVMGT] EXHIBIT LOW STATISTICAL POWER TO DISCRIMINATE EFFECTS *** 
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. 
. 
. 
. 
. **** ACCESS DATABASE ***
. 
. use "C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Cooperative Agreements\Empirics\OCTOBER 2020\Data\cooperativeagreements.grantlevel.MANUSCRIPT MODELS.11-06-2020.dta", replace
{txt}
{com}. 
. 
. 
. set matsize 10000
{txt}{bf:set matsize} ignored.
{p 4 4 2}
Matrix sizes are no longer limited by
{bf:c(matsize)} in modern Statas.
Matrix sizes are now limited by flavor of Stata.
See {help limits} for more details.
{p_end}

{com}. 
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. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
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. 
. 
. 
. *** OBTAIN DESCRIPTIVE STATISTICS FOR RELEVANT COVARIATES TO COMPUTE POSITIVE INTERQUARTILE UNIT CHANGE ///
> *** IN MANAGERIAL COMPETENCE [zmanage2_abszero] & AGENCY STAFF TECHNICAL EXPERTISE [perc_tech] BASED ON EFFECTIVE SAMPLE [N = 241,730] ***
. *** NEED FULL MODEL SPECIFICATION REPORTED IN MANUSCRIPT TO COMPARE IDENTICAL SAMPLES [N = 241,730]
. 
. quietly xtrifreg fed_funding   zpolicy2_abszero zmanage2_abszero ceo  privmgt  pctagency_packing perc_prof nongov_recip  ///
> zloyalty2_abszero  electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt   ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(05)
{txt}
{com}. *
. *
. *
. 
. * AGENCY HEAD POLICY COMPETENCE INTERQUARTILE DIFFERENCE FOR EFFECTIVE SAMPLE PERIOD [FULL SAMPLE: N = 241,730] *
. sum zpolicy2_abszero if e(sample), detail 

                      {txt}zpolicy2_abszero
{hline 61}
      Percentiles      Smallest
 1%    {res} .5446992       9.81e-08
{txt} 5%    {res} .5446992       9.81e-08
{txt}10%    {res} .6522943       9.81e-08       {txt}Obs         {res}    241,730
{txt}25%    {res} 1.452532       9.81e-08       {txt}Sum of Wgt. {res}    241,730

{txt}50%    {res} 1.849288                      {txt}Mean          {res} 1.991068
                        {txt}Largest       Std. Dev.     {res} .9070974
{txt}75%    {res} 2.501583       4.377769
{txt}90%    {res} 3.372429       4.377769       {txt}Variance      {res} .8228258
{txt}95%    {res} 3.816258       4.377769       {txt}Skewness      {res} .3822215
{txt}99%    {res} 4.028086       4.377769       {txt}Kurtosis      {res} 2.779055
{txt}
{com}. display  2.501583 - 1.452532
{res}1.049051
{txt}
{com}. *
. * AGENCY HEAD POLICY COMPETENCE INTERQUARTILE DIFFERENCE FOR EFFECTIVE SAMPLE PERIOD [GOVERNMENT SUBSAMPLE: N = 151,851] *
. sum zpolicy2_abszero if e(sample) & nongov_recip==0, detail 

                      {txt}zpolicy2_abszero
{hline 61}
      Percentiles      Smallest
 1%    {res} .5446992       9.81e-08
{txt} 5%    {res} .5884103       9.81e-08
{txt}10%    {res} .6522943       9.81e-08       {txt}Obs         {res}    151,851
{txt}25%    {res} 1.452532       9.81e-08       {txt}Sum of Wgt. {res}    151,851

{txt}50%    {res} 1.849288                      {txt}Mean          {res}   1.9713
                        {txt}Largest       Std. Dev.     {res}   .88923
{txt}75%    {res} 2.478046       4.377769
{txt}90%    {res} 3.231211       4.377769       {txt}Variance      {res}   .79073
{txt}95%    {res} 3.816258       4.377769       {txt}Skewness      {res} .3579043
{txt}99%    {res} 4.028086       4.377769       {txt}Kurtosis      {res} 2.888335
{txt}
{com}. display  2.478046 - 1.452532
{res}1.025514
{txt}
{com}. *
. * AGENCY HEAD POLICY COMPETENCE INTERQUARTILE DIFFERENCE FOR EFFECTIVE SAMPLE PERIOD [NON-GOVERNMENT SUBSAMPLE: N = 89,879] *
. sum zpolicy2_abszero if e(sample) & nongov_recip==1, detail 

                      {txt}zpolicy2_abszero
{hline 61}
      Percentiles      Smallest
 1%    {res} .5446992       9.81e-08
{txt} 5%    {res} .5446992       9.81e-08
{txt}10%    {res} .5917722       9.81e-08       {txt}Obs         {res}     89,879
{txt}25%    {res} 1.519779       9.81e-08       {txt}Sum of Wgt. {res}     89,879

{txt}50%    {res} 1.849288                      {txt}Mean          {res} 2.024465
                        {txt}Largest       Std. Dev.     {res} .9355669
{txt}75%    {res} 2.501583       4.377769
{txt}90%    {res} 3.543909       4.377769       {txt}Variance      {res} .8752855
{txt}95%    {res} 3.816258       4.377769       {txt}Skewness      {res} .4073882
{txt}99%    {res} 4.028086       4.377769       {txt}Kurtosis      {res} 2.596653
{txt}
{com}. display  2.501583 - 1.519779
{res}.981804
{txt}
{com}. *
. * AGENCY HEAD POLICY COMPETENCE INTERQUARTILE DIFFERENCE FOR EFFECTIVE SAMPLE PERIOD [NON-PROFIT/NON-GOVERNMENT SUBSAMPLE: N = 44,333] *
. sum zpolicy2_abszero if e(sample) & nonprofit_recip==1, detail 

                      {txt}zpolicy2_abszero
{hline 61}
      Percentiles      Smallest
 1%    {res} .5446992       9.81e-08
{txt} 5%    {res} .8204123       9.81e-08
{txt}10%    {res} 1.116298       9.81e-08       {txt}Obs         {res}     44,333
{txt}25%    {res} 1.718157       9.81e-08       {txt}Sum of Wgt. {res}     44,333

{txt}50%    {res} 1.929985                      {txt}Mean          {res} 2.069254
                        {txt}Largest       Std. Dev.     {res} .8528844
{txt}75%    {res} 2.320016       4.377769
{txt}90%    {res} 3.547271       4.377769       {txt}Variance      {res} .7274117
{txt}95%    {res} 3.816258       4.377769       {txt}Skewness      {res} .7134789
{txt}99%    {res} 4.028086       4.377769       {txt}Kurtosis      {res} 3.189072
{txt}
{com}. display  2.320016 - 1.718157
{res}.601859
{txt}
{com}. 
. * AGENCY HEAD POLICY COMPETENCE INTERQUARTILE DIFFERENCE FOR EFFECTIVE SAMPLE PERIOD [PRIVATE/NON-GOVERNMENT SUBSAMPLE: N = 45,546] *
. sum zpolicy2_abszero if e(sample) & private_recip==1, detail 

                      {txt}zpolicy2_abszero
{hline 61}
      Percentiles      Smallest
 1%    {res} .5446992       9.81e-08
{txt} 5%    {res} .5446992       9.81e-08
{txt}10%    {res} .5446992       9.81e-08       {txt}Obs         {res}     45,546
{txt}25%    {res} 1.116298       9.81e-08       {txt}Sum of Wgt. {res}     45,546

{txt}50%    {res} 1.849288                      {txt}Mean          {res} 1.980869
                        {txt}Largest       Std. Dev.     {res} 1.007664
{txt}75%    {res} 2.807556       4.377769
{txt}90%    {res} 3.506923       4.377769       {txt}Variance      {res} 1.015387
{txt}95%    {res} 3.816258       4.377769       {txt}Skewness      {res} .2591402
{txt}99%    {res} 3.883505       4.377769       {txt}Kurtosis      {res} 2.165136
{txt}
{com}. display   2.807556 -  1.116298
{res}1.691258
{txt}
{com}. *
. *
. *
. 
. * AGENCY HEAD MANAGERIAL COMPETENCE INTERQUARTILE DIFFERENCE FOR EFFECTIVE SAMPLE PERIOD *
. * display 2.314321 -  1.12634
. 
. * AGENCY STAFF PROFESSIONALIM INTERQUARTILE DIFFERENCE FOR EFFECTIVE SAMPLE PERIOD *
. * display 0.3981229 -  0.2582625  
. 
.  
.  
.  
. *** I. MODEL 1.1: PROGRAM, SUBAGENCY, AND TIME FEs [WITH PROGRAM-CLUSTERED STANDARD ERRORS]: NON-GOVERNMENT PARTNER RECIPIENT ***
. 
. 
. 
. **** EVALUATE VARYING $-VALUED COOPERATIVE AGREEMENTS AT CONDITIONAL QUANTILES *****
. 
. 
. 
. ** UNCONDITIONAL QUANTILE FIXED EFFECTS MODEL [Q = 0.05, 0.10, 0.25, 0.50, 0.75, 0.90, 0.95] **
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. 
. 
. * Q = 0.05 [$ 2,126.956: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zmanage2_abszero ceo  privmgt pctagency_packing perc_prof zloyalty2_abszero ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 ///
> year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), fe i(subagency) q(05)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0421                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0421                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0348                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(26,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.3835                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}            rif_5{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} 4405.418{col 31}{space 2} 1357.581{col 42}{space 1}    3.25{col 51}{space 3}0.003{col 59}{space 4} 1632.869{col 72}{space 3} 7177.968
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 1761.142{col 31}{space 2} 1146.008{col 42}{space 1}    1.54{col 51}{space 3}0.135{col 59}{space 4}-579.3187{col 72}{space 3} 4101.602
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} 3219.122{col 31}{space 2} 1955.318{col 42}{space 1}    1.65{col 51}{space 3}0.110{col 59}{space 4}-774.1712{col 72}{space 3} 7212.415
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-7636.184{col 31}{space 2}  3098.99{col 42}{space 1}   -2.46{col 51}{space 3}0.020{col 59}{space 4}-13965.17{col 72}{space 3}-1307.202
{txt}pctagency_packing {c |}{col 19}{res}{space 2}-66.37647{col 31}{space 2} 122.2632{col 42}{space 1}   -0.54{col 51}{space 3}0.591{col 59}{space 4}-316.0713{col 72}{space 3} 183.3184
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} 22388.88{col 31}{space 2} 31564.15{col 42}{space 1}    0.71{col 51}{space 3}0.484{col 59}{space 4} -42073.7{col 72}{space 3} 86851.47
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2} -90.2759{col 31}{space 2} 956.5558{col 42}{space 1}   -0.09{col 51}{space 3}0.925{col 59}{space 4}-2043.823{col 72}{space 3} 1863.272
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2} 893.5128{col 31}{space 2}  2407.83{col 42}{space 1}    0.37{col 51}{space 3}0.713{col 59}{space 4}-4023.932{col 72}{space 3} 5810.957
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2}   2252.3{col 31}{space 2} 2424.457{col 42}{space 1}    0.93{col 51}{space 3}0.360{col 59}{space 4}-2699.103{col 72}{space 3} 7203.702
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 3499.411{col 31}{space 2} 2539.186{col 42}{space 1}    1.38{col 51}{space 3}0.178{col 59}{space 4}-1686.298{col 72}{space 3}  8685.12
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 2947.546{col 31}{space 2} 2351.601{col 42}{space 1}    1.25{col 51}{space 3}0.220{col 59}{space 4}-1855.063{col 72}{space 3} 7750.155
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 2138.029{col 31}{space 2} 3241.828{col 42}{space 1}    0.66{col 51}{space 3}0.515{col 59}{space 4}-4482.667{col 72}{space 3} 8758.725
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 3072.973{col 31}{space 2} 3249.875{col 42}{space 1}    0.95{col 51}{space 3}0.352{col 59}{space 4}-3564.156{col 72}{space 3} 9710.103
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 1145.876{col 31}{space 2} 2829.894{col 42}{space 1}    0.40{col 51}{space 3}0.688{col 59}{space 4}-4633.538{col 72}{space 3}  6925.29
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 3640.182{col 31}{space 2} 3397.774{col 42}{space 1}    1.07{col 51}{space 3}0.293{col 59}{space 4}-3298.998{col 72}{space 3} 10579.36
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 3258.659{col 31}{space 2} 3014.017{col 42}{space 1}    1.08{col 51}{space 3}0.288{col 59}{space 4}-2896.784{col 72}{space 3} 9414.102
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 2021.715{col 31}{space 2} 2841.648{col 42}{space 1}    0.71{col 51}{space 3}0.482{col 59}{space 4}-3781.705{col 72}{space 3} 7825.134
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 1909.743{col 31}{space 2}  2682.25{col 42}{space 1}    0.71{col 51}{space 3}0.482{col 59}{space 4}-3568.143{col 72}{space 3} 7387.629
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2}  3659.17{col 31}{space 2} 3323.876{col 42}{space 1}    1.10{col 51}{space 3}0.280{col 59}{space 4} -3129.09{col 72}{space 3} 10447.43
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 1179.009{col 31}{space 2} 3260.586{col 42}{space 1}    0.36{col 51}{space 3}0.720{col 59}{space 4}-5479.997{col 72}{space 3} 7838.015
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 3325.049{col 31}{space 2} 3138.609{col 42}{space 1}    1.06{col 51}{space 3}0.298{col 59}{space 4}-3084.846{col 72}{space 3} 9734.944
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 3241.658{col 31}{space 2} 2718.633{col 42}{space 1}    1.19{col 51}{space 3}0.242{col 59}{space 4}-2310.531{col 72}{space 3} 8793.848
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 2466.838{col 31}{space 2} 2935.195{col 42}{space 1}    0.84{col 51}{space 3}0.407{col 59}{space 4}-3527.629{col 72}{space 3} 8461.305
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 3789.814{col 31}{space 2} 4335.327{col 42}{space 1}    0.87{col 51}{space 3}0.389{col 59}{space 4}-5064.106{col 72}{space 3} 12643.73
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 2734.729{col 31}{space 2} 4658.124{col 42}{space 1}    0.59{col 51}{space 3}0.562{col 59}{space 4}-6778.431{col 72}{space 3} 12247.89
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2}-9496.678{col 31}{space 2} 7356.534{col 42}{space 1}   -1.29{col 51}{space 3}0.207{col 59}{space 4}-24520.73{col 72}{space 3} 5527.369
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2}-6380.496{col 31}{space 2} 4680.253{col 42}{space 1}   -1.36{col 51}{space 3}0.183{col 59}{space 4}-15938.85{col 72}{space 3} 3177.855
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-12255.74{col 31}{space 2}  8221.81{col 42}{space 1}   -1.49{col 51}{space 3}0.146{col 59}{space 4}-29046.91{col 72}{space 3} 4535.439
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res}  10781.61
          {txt}sigma_e {c |} {res} 26506.735
              {txt}rho {c |} {res} .14195896{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2810229{col 39} -2805028{col 50}    26{col 58}  5610109{col 69}  5610379
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.05 ///
> 
. ** ESTIMATES FOR FIGURE 4: Q = 0.05 **
. lincom (zpolicy2_abszero*2.501583 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.049051{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_5{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 4621.509{col 26}{space 2} 1424.171{col 37}{space 1}    3.25{col 46}{space 3}0.003{col 54}{space 4} 1712.963{col 67}{space 3} 7530.055
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.  
. * Q = 0.10 [$ 5,249.512: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zmanage2_abszero  ceo  privmgt  pctagency_packing perc_prof zloyalty2_abszero ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 ///
> year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), fe i(subagency) q(10)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0321                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0876                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0349                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(26,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.1649                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_10{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} 4388.131{col 31}{space 2} 1448.705{col 42}{space 1}    3.03{col 51}{space 3}0.005{col 59}{space 4} 1429.481{col 72}{space 3} 7346.782
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 1997.863{col 31}{space 2} 1278.826{col 42}{space 1}    1.56{col 51}{space 3}0.129{col 59}{space 4} -613.848{col 72}{space 3} 4609.573
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} 3247.937{col 31}{space 2} 2102.887{col 42}{space 1}    1.54{col 51}{space 3}0.133{col 59}{space 4}-1046.731{col 72}{space 3} 7542.604
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-8523.662{col 31}{space 2}  3617.76{col 42}{space 1}   -2.36{col 51}{space 3}0.025{col 59}{space 4}-15912.11{col 72}{space 3}-1135.211
{txt}pctagency_packing {c |}{col 19}{res}{space 2}-76.58667{col 31}{space 2} 168.3586{col 42}{space 1}   -0.45{col 51}{space 3}0.652{col 59}{space 4}-420.4209{col 72}{space 3} 267.2476
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} 12277.71{col 31}{space 2} 40243.66{col 42}{space 1}    0.31{col 51}{space 3}0.762{col 59}{space 4}-69910.81{col 72}{space 3} 94466.24
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-257.5358{col 31}{space 2}  1250.29{col 42}{space 1}   -0.21{col 51}{space 3}0.838{col 59}{space 4}-2810.968{col 72}{space 3} 2295.897
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2} 2809.303{col 31}{space 2} 2345.841{col 42}{space 1}    1.20{col 51}{space 3}0.240{col 59}{space 4}-1981.544{col 72}{space 3} 7600.151
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 4560.379{col 31}{space 2} 2748.763{col 42}{space 1}    1.66{col 51}{space 3}0.108{col 59}{space 4}-1053.343{col 72}{space 3}  10174.1
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2}  6170.09{col 31}{space 2} 3677.357{col 42}{space 1}    1.68{col 51}{space 3}0.104{col 59}{space 4}-1340.074{col 72}{space 3} 13680.25
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 6279.494{col 31}{space 2} 3127.939{col 42}{space 1}    2.01{col 51}{space 3}0.054{col 59}{space 4}-108.6093{col 72}{space 3}  12667.6
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 4938.601{col 31}{space 2}  4187.46{col 42}{space 1}    1.18{col 51}{space 3}0.248{col 59}{space 4}-3613.333{col 72}{space 3} 13490.54
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 6081.881{col 31}{space 2} 4180.142{col 42}{space 1}    1.45{col 51}{space 3}0.156{col 59}{space 4}-2455.107{col 72}{space 3} 14618.87
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 3878.374{col 31}{space 2} 3598.852{col 42}{space 1}    1.08{col 51}{space 3}0.290{col 59}{space 4}-3471.463{col 72}{space 3} 11228.21
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 5663.041{col 31}{space 2} 4320.966{col 42}{space 1}    1.31{col 51}{space 3}0.200{col 59}{space 4}-3161.549{col 72}{space 3} 14487.63
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 5718.712{col 31}{space 2} 4165.177{col 42}{space 1}    1.37{col 51}{space 3}0.180{col 59}{space 4}-2787.715{col 72}{space 3} 14225.14
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 5203.896{col 31}{space 2} 3765.803{col 42}{space 1}    1.38{col 51}{space 3}0.177{col 59}{space 4}-2486.899{col 72}{space 3} 12894.69
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 4535.033{col 31}{space 2} 3319.547{col 42}{space 1}    1.37{col 51}{space 3}0.182{col 59}{space 4}-2244.386{col 72}{space 3} 11314.45
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 6226.789{col 31}{space 2} 4345.192{col 42}{space 1}    1.43{col 51}{space 3}0.162{col 59}{space 4}-2647.277{col 72}{space 3} 15100.86
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2}  4157.98{col 31}{space 2} 4454.905{col 42}{space 1}    0.93{col 51}{space 3}0.358{col 59}{space 4}-4940.149{col 72}{space 3} 13256.11
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 6509.037{col 31}{space 2} 4304.554{col 42}{space 1}    1.51{col 51}{space 3}0.141{col 59}{space 4}-2282.036{col 72}{space 3} 15300.11
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 6550.043{col 31}{space 2} 3903.844{col 42}{space 1}    1.68{col 51}{space 3}0.104{col 59}{space 4}-1422.669{col 72}{space 3} 14522.76
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 5610.295{col 31}{space 2} 4348.575{col 42}{space 1}    1.29{col 51}{space 3}0.207{col 59}{space 4}-3270.681{col 72}{space 3} 14491.27
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 7256.948{col 31}{space 2} 6118.607{col 42}{space 1}    1.19{col 51}{space 3}0.245{col 59}{space 4}-5238.916{col 72}{space 3} 19752.81
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 6885.503{col 31}{space 2} 6102.639{col 42}{space 1}    1.13{col 51}{space 3}0.268{col 59}{space 4}-5577.749{col 72}{space 3} 19348.76
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2}-7453.019{col 31}{space 2} 7466.381{col 42}{space 1}   -1.00{col 51}{space 3}0.326{col 59}{space 4} -22701.4{col 72}{space 3} 7795.364
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2}-4448.471{col 31}{space 2} 5166.555{col 42}{space 1}   -0.86{col 51}{space 3}0.396{col 59}{space 4}-14999.98{col 72}{space 3} 6103.043
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-7888.849{col 31}{space 2} 9488.618{col 42}{space 1}   -0.83{col 51}{space 3}0.412{col 59}{space 4}-27267.19{col 72}{space 3} 11489.49
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 26797.782
          {txt}sigma_e {c |} {res} 32752.487
              {txt}rho {c |} {res} .40099535{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2860117{col 39} -2856174{col 50}    26{col 58}  5712399{col 69}  5712669
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.10 ///
> 
. ** ESTIMATES FOR FIGURE 4: Q = 0.10 **
. lincom (zpolicy2_abszero*2.501583 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.049051{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 4603.374{col 26}{space 2} 1519.765{col 37}{space 1}    3.03{col 46}{space 3}0.005{col 54}{space 4} 1499.599{col 67}{space 3} 7707.149
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.  
.   
. * Q = 0.25 [$ 17,862.89: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zmanage2_abszero ceo  privmgt  pctagency_packing perc_prof  zloyalty2_abszero ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 ///
> year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), fe i(subagency) q(25)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0128                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0140                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0144                                        {txt}max = {res}    61960

                                                {txt}F({res}27{txt},{res}30{txt})           = {res} 1.11e+06
{txt}corr(u_i, Xb)  = {res}-0.0254                        {txt}Prob > F           =    {res}0.0000

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_25{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} 3602.331{col 31}{space 2} 1247.774{col 42}{space 1}    2.89{col 51}{space 3}0.007{col 59}{space 4} 1054.037{col 72}{space 3} 6150.625
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 1561.036{col 31}{space 2} 1466.064{col 42}{space 1}    1.06{col 51}{space 3}0.295{col 59}{space 4}-1433.066{col 72}{space 3} 4555.138
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} 2573.193{col 31}{space 2} 2102.243{col 42}{space 1}    1.22{col 51}{space 3}0.230{col 59}{space 4}-1720.159{col 72}{space 3} 6866.545
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-9008.744{col 31}{space 2} 4226.294{col 42}{space 1}   -2.13{col 51}{space 3}0.041{col 59}{space 4}-17639.99{col 72}{space 3}-377.5006
{txt}pctagency_packing {c |}{col 19}{res}{space 2} 7.809064{col 31}{space 2} 247.6946{col 42}{space 1}    0.03{col 51}{space 3}0.975{col 59}{space 4}-498.0508{col 72}{space 3} 513.6689
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2}  3516.65{col 31}{space 2} 45256.41{col 42}{space 1}    0.08{col 51}{space 3}0.939{col 59}{space 4}-88909.27{col 72}{space 3} 95942.57
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-1416.582{col 31}{space 2} 1984.073{col 42}{space 1}   -0.71{col 51}{space 3}0.481{col 59}{space 4}-5468.599{col 72}{space 3} 2635.435
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2}  3371.34{col 31}{space 2} 1816.103{col 42}{space 1}    1.86{col 51}{space 3}0.073{col 59}{space 4}-337.6384{col 72}{space 3} 7080.318
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 5928.193{col 31}{space 2} 2235.469{col 42}{space 1}    2.65{col 51}{space 3}0.013{col 59}{space 4} 1362.756{col 72}{space 3} 10493.63
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 8750.871{col 31}{space 2} 3900.849{col 42}{space 1}    2.24{col 51}{space 3}0.032{col 59}{space 4} 784.2746{col 72}{space 3} 16717.47
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 6544.908{col 31}{space 2} 3932.877{col 42}{space 1}    1.66{col 51}{space 3}0.106{col 59}{space 4}-1487.099{col 72}{space 3} 14576.91
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2}  5825.74{col 31}{space 2} 4388.849{col 42}{space 1}    1.33{col 51}{space 3}0.194{col 59}{space 4}-3137.484{col 72}{space 3} 14788.97
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 6062.479{col 31}{space 2} 4832.201{col 42}{space 1}    1.25{col 51}{space 3}0.219{col 59}{space 4}-3806.193{col 72}{space 3} 15931.15
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 2865.768{col 31}{space 2} 3589.341{col 42}{space 1}    0.80{col 51}{space 3}0.431{col 59}{space 4}-4464.645{col 72}{space 3} 10196.18
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 6240.837{col 31}{space 2} 3817.508{col 42}{space 1}    1.63{col 51}{space 3}0.113{col 59}{space 4}-1555.553{col 72}{space 3} 14037.23
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 7782.008{col 31}{space 2} 5044.982{col 42}{space 1}    1.54{col 51}{space 3}0.133{col 59}{space 4} -2521.22{col 72}{space 3} 18085.24
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2}  9817.57{col 31}{space 2} 4763.435{col 42}{space 1}    2.06{col 51}{space 3}0.048{col 59}{space 4} 89.33752{col 72}{space 3}  19545.8
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 8174.241{col 31}{space 2} 3454.575{col 42}{space 1}    2.37{col 51}{space 3}0.025{col 59}{space 4} 1119.058{col 72}{space 3} 15229.42
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2}  8940.19{col 31}{space 2} 5825.704{col 42}{space 1}    1.53{col 51}{space 3}0.135{col 59}{space 4}-2957.484{col 72}{space 3} 20837.86
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 6505.881{col 31}{space 2} 6169.726{col 42}{space 1}    1.05{col 51}{space 3}0.300{col 59}{space 4}-6094.381{col 72}{space 3} 19106.14
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 7526.602{col 31}{space 2} 6810.109{col 42}{space 1}    1.11{col 51}{space 3}0.278{col 59}{space 4}-6381.495{col 72}{space 3}  21434.7
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 8687.039{col 31}{space 2} 5980.129{col 42}{space 1}    1.45{col 51}{space 3}0.157{col 59}{space 4}-3526.014{col 72}{space 3} 20900.09
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 7558.291{col 31}{space 2} 7126.791{col 42}{space 1}    1.06{col 51}{space 3}0.297{col 59}{space 4}-6996.558{col 72}{space 3} 22113.14
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2}  11043.7{col 31}{space 2} 8845.716{col 42}{space 1}    1.25{col 51}{space 3}0.222{col 59}{space 4}-7021.661{col 72}{space 3} 29109.06
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 8858.183{col 31}{space 2} 8338.205{col 42}{space 1}    1.06{col 51}{space 3}0.297{col 59}{space 4}-8170.703{col 72}{space 3} 25887.07
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2}-2054.766{col 31}{space 2} 5674.303{col 42}{space 1}   -0.36{col 51}{space 3}0.720{col 59}{space 4}-13643.24{col 72}{space 3} 9533.707
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} 1122.697{col 31}{space 2}  4454.29{col 42}{space 1}    0.25{col 51}{space 3}0.803{col 59}{space 4}-7974.176{col 72}{space 3} 10219.57
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 8035.877{col 31}{space 2} 11143.23{col 42}{space 1}    0.72{col 51}{space 3}0.476{col 59}{space 4}-14721.64{col 72}{space 3}  30793.4
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 29445.883
          {txt}sigma_e {c |} {res}  43664.55
              {txt}rho {c |} {res} .31260581{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2927237{col 39} -2925685{col 50}    27{col 58}  5851424{col 69}  5851704
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.25 ///
> 
. ** ESTIMATES FOR FIGURE 4: Q = 0.25 **
. lincom (zpolicy2_abszero*2.501583 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.049051{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 3779.029{col 26}{space 2} 1308.978{col 37}{space 1}    2.89{col 46}{space 3}0.007{col 54}{space 4} 1105.738{col 67}{space 3}  6452.32
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
. 
.    
. * Q = 0.50 [$ 63,306.38: N = 241,730] *
. xtrifreg fed_funding  zpolicy2_abszero zmanage2_abszero  ceo  privmgt pctagency_packing perc_prof  zloyalty2_abszero ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 ///
> year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), fe i(subagency) q(50)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0061                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0056                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0051                                        {txt}max = {res}    61960

                                                {txt}F({res}27{txt},{res}30{txt})           = {res} 1.08e+06
{txt}corr(u_i, Xb)  = {res}-0.0415                        {txt}Prob > F           =    {res}0.0000

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_50{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} 4799.688{col 31}{space 2} 3046.666{col 42}{space 1}    1.58{col 51}{space 3}0.126{col 59}{space 4}-1422.433{col 72}{space 3} 11021.81
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 1705.195{col 31}{space 2} 3395.043{col 42}{space 1}    0.50{col 51}{space 3}0.619{col 59}{space 4}-5228.407{col 72}{space 3} 8638.798
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} 1855.207{col 31}{space 2} 6564.315{col 42}{space 1}    0.28{col 51}{space 3}0.779{col 59}{space 4}-11550.91{col 72}{space 3} 15261.33
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-17646.65{col 31}{space 2} 8116.727{col 42}{space 1}   -2.17{col 51}{space 3}0.038{col 59}{space 4}-34223.22{col 72}{space 3}-1070.084
{txt}pctagency_packing {c |}{col 19}{res}{space 2} 57.39515{col 31}{space 2} 505.8223{col 42}{space 1}    0.11{col 51}{space 3}0.910{col 59}{space 4}-975.6319{col 72}{space 3} 1090.422
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} 8380.113{col 31}{space 2} 128996.4{col 42}{space 1}    0.06{col 51}{space 3}0.949{col 59}{space 4}-255065.7{col 72}{space 3}   271826
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}  -7168.8{col 31}{space 2} 6816.866{col 42}{space 1}   -1.05{col 51}{space 3}0.301{col 59}{space 4} -21090.7{col 72}{space 3} 6753.098
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2} 2657.901{col 31}{space 2} 3291.599{col 42}{space 1}    0.81{col 51}{space 3}0.426{col 59}{space 4}-4064.441{col 72}{space 3} 9380.243
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 8605.208{col 31}{space 2} 6533.407{col 42}{space 1}    1.32{col 51}{space 3}0.198{col 59}{space 4}-4737.789{col 72}{space 3} 21948.21
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 14980.37{col 31}{space 2} 8713.031{col 42}{space 1}    1.72{col 51}{space 3}0.096{col 59}{space 4} -2814.01{col 72}{space 3} 32774.76
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2}  15812.3{col 31}{space 2} 10141.86{col 42}{space 1}    1.56{col 51}{space 3}0.129{col 59}{space 4} -4900.14{col 72}{space 3} 36524.74
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 11726.97{col 31}{space 2} 10411.61{col 42}{space 1}    1.13{col 51}{space 3}0.269{col 59}{space 4}-9536.361{col 72}{space 3} 32990.31
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 14362.58{col 31}{space 2} 11886.06{col 42}{space 1}    1.21{col 51}{space 3}0.236{col 59}{space 4}-9911.998{col 72}{space 3} 38637.16
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 7843.797{col 31}{space 2} 11622.13{col 42}{space 1}    0.67{col 51}{space 3}0.505{col 59}{space 4}-15891.75{col 72}{space 3} 31579.34
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 17479.78{col 31}{space 2} 10214.74{col 42}{space 1}    1.71{col 51}{space 3}0.097{col 59}{space 4}-3381.505{col 72}{space 3} 38341.07
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 16143.85{col 31}{space 2} 13034.28{col 42}{space 1}    1.24{col 51}{space 3}0.225{col 59}{space 4} -10475.7{col 72}{space 3}  42763.4
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 25908.36{col 31}{space 2} 12478.67{col 42}{space 1}    2.08{col 51}{space 3}0.047{col 59}{space 4} 423.5231{col 72}{space 3}  51393.2
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 16917.27{col 31}{space 2}  10632.3{col 42}{space 1}    1.59{col 51}{space 3}0.122{col 59}{space 4}-4796.789{col 72}{space 3} 38631.32
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 20680.29{col 31}{space 2} 13497.26{col 42}{space 1}    1.53{col 51}{space 3}0.136{col 59}{space 4}-6884.804{col 72}{space 3} 48245.38
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 16575.17{col 31}{space 2} 15862.36{col 42}{space 1}    1.04{col 51}{space 3}0.304{col 59}{space 4}-15820.09{col 72}{space 3} 48970.44
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 22536.17{col 31}{space 2} 16899.56{col 42}{space 1}    1.33{col 51}{space 3}0.192{col 59}{space 4}-11977.34{col 72}{space 3} 57049.68
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 23652.88{col 31}{space 2} 17583.51{col 42}{space 1}    1.35{col 51}{space 3}0.189{col 59}{space 4}-12257.43{col 72}{space 3}  59563.2
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 24593.71{col 31}{space 2}  21091.5{col 42}{space 1}    1.17{col 51}{space 3}0.253{col 59}{space 4}-18480.88{col 72}{space 3}  67668.3
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 33737.16{col 31}{space 2} 23867.39{col 42}{space 1}    1.41{col 51}{space 3}0.168{col 59}{space 4}-15006.56{col 72}{space 3} 82480.87
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 22614.81{col 31}{space 2} 20984.47{col 42}{space 1}    1.08{col 51}{space 3}0.290{col 59}{space 4}-20241.18{col 72}{space 3} 65470.81
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2} 4941.605{col 31}{space 2} 11236.56{col 42}{space 1}    0.44{col 51}{space 3}0.663{col 59}{space 4}-18006.52{col 72}{space 3} 27889.73
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} 11954.63{col 31}{space 2} 11014.11{col 42}{space 1}    1.09{col 51}{space 3}0.286{col 59}{space 4}-10539.18{col 72}{space 3} 34448.44
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}  56223.6{col 31}{space 2} 40462.52{col 42}{space 1}    1.39{col 51}{space 3}0.175{col 59}{space 4}-26411.89{col 72}{space 3} 138859.1
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 85083.676
          {txt}sigma_e {c |} {res} 124097.51
              {txt}rho {c |} {res}  .3197622{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3178915{col 39} -3178179{col 50}    27{col 58}  6356413{col 69}  6356693
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.50 ///
> 
. ** ESTIMATES FOR FIGURE 4: Q = 0.50 [MEDIAN] **
. lincom (zpolicy2_abszero*2.501583 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.049051{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 5035.118{col 26}{space 2} 3196.108{col 37}{space 1}    1.58{col 46}{space 3}0.126{col 54}{space 4}-1492.205{col 67}{space 3} 11562.44
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. 
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
. 
. * Q = 0.75 [$ 233,762: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zmanage2_abszero  ceo  privmgt  pctagency_packing perc_prof zloyalty2_abszero ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 ///
> year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), fe i(subagency) q(75)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0032                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0799                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0015                                        {txt}max = {res}    61960

                                                {txt}F({res}27{txt},{res}30{txt})           = {res} 77646.57
{txt}corr(u_i, Xb)  = {res}-0.0729                        {txt}Prob > F           =    {res}0.0000

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_75{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} 26674.62{col 31}{space 2} 12709.94{col 42}{space 1}    2.10{col 51}{space 3}0.044{col 59}{space 4} 717.4596{col 72}{space 3} 52631.78
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2}-2625.839{col 31}{space 2} 8626.631{col 42}{space 1}   -0.30{col 51}{space 3}0.763{col 59}{space 4}-20243.77{col 72}{space 3} 14992.09
{txt}{space 14}ceo {c |}{col 19}{res}{space 2}-31302.37{col 31}{space 2} 27691.45{col 42}{space 1}   -1.13{col 51}{space 3}0.267{col 59}{space 4}-87855.87{col 72}{space 3} 25251.12
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-26764.45{col 31}{space 2} 25077.33{col 42}{space 1}   -1.07{col 51}{space 3}0.294{col 59}{space 4} -77979.2{col 72}{space 3}  24450.3
{txt}pctagency_packing {c |}{col 19}{res}{space 2} 1485.143{col 31}{space 2} 1593.383{col 42}{space 1}    0.93{col 51}{space 3}0.359{col 59}{space 4}-1768.978{col 72}{space 3} 4739.265
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} 184240.5{col 31}{space 2} 509613.9{col 42}{space 1}    0.36{col 51}{space 3}0.720{col 59}{space 4}  -856530{col 72}{space 3}  1225011
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2} -11699.5{col 31}{space 2} 22389.51{col 42}{space 1}   -0.52{col 51}{space 3}0.605{col 59}{space 4}-57424.99{col 72}{space 3} 34025.99
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2}-26651.06{col 31}{space 2} 28176.38{col 42}{space 1}   -0.95{col 51}{space 3}0.352{col 59}{space 4}-84194.91{col 72}{space 3} 30892.78
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 5823.361{col 31}{space 2} 32469.17{col 42}{space 1}    0.18{col 51}{space 3}0.859{col 59}{space 4}-60487.54{col 72}{space 3} 72134.26
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 11865.37{col 31}{space 2} 36117.14{col 42}{space 1}    0.33{col 51}{space 3}0.745{col 59}{space 4}-61895.67{col 72}{space 3}  85626.4
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 41809.47{col 31}{space 2} 41857.58{col 42}{space 1}    1.00{col 51}{space 3}0.326{col 59}{space 4}-43675.11{col 72}{space 3} 127294.1
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 42548.44{col 31}{space 2} 33018.34{col 42}{space 1}    1.29{col 51}{space 3}0.207{col 59}{space 4}-24884.01{col 72}{space 3} 109980.9
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 30268.26{col 31}{space 2} 38585.22{col 42}{space 1}    0.78{col 51}{space 3}0.439{col 59}{space 4}-48533.26{col 72}{space 3} 109069.8
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 8674.673{col 31}{space 2} 54767.62{col 42}{space 1}    0.16{col 51}{space 3}0.875{col 59}{space 4}-103175.7{col 72}{space 3} 120525.1
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 32845.32{col 31}{space 2} 45526.09{col 42}{space 1}    0.72{col 51}{space 3}0.476{col 59}{space 4}-60131.37{col 72}{space 3}   125822
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2}-2229.134{col 31}{space 2} 57354.98{col 42}{space 1}   -0.04{col 51}{space 3}0.969{col 59}{space 4}-119363.6{col 72}{space 3} 114905.4
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 56847.33{col 31}{space 2} 47855.31{col 42}{space 1}    1.19{col 51}{space 3}0.244{col 59}{space 4}-40886.25{col 72}{space 3} 154580.9
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 41557.88{col 31}{space 2}    44720{col 42}{space 1}    0.93{col 51}{space 3}0.360{col 59}{space 4}-49772.54{col 72}{space 3} 132888.3
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2}  81017.5{col 31}{space 2} 40563.99{col 42}{space 1}    2.00{col 51}{space 3}0.055{col 59}{space 4}-1825.217{col 72}{space 3} 163860.2
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 41313.54{col 31}{space 2} 45229.44{col 42}{space 1}    0.91{col 51}{space 3}0.368{col 59}{space 4}-51057.29{col 72}{space 3} 133684.4
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 63808.06{col 31}{space 2} 60653.98{col 42}{space 1}    1.05{col 51}{space 3}0.301{col 59}{space 4} -60063.9{col 72}{space 3}   187680
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 35449.34{col 31}{space 2} 63825.96{col 42}{space 1}    0.56{col 51}{space 3}0.583{col 59}{space 4}-94900.66{col 72}{space 3} 165799.3
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 49136.64{col 31}{space 2} 68000.54{col 42}{space 1}    0.72{col 51}{space 3}0.476{col 59}{space 4}   -89739{col 72}{space 3} 188012.3
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 78655.77{col 31}{space 2} 81887.96{col 42}{space 1}    0.96{col 51}{space 3}0.344{col 59}{space 4}-88581.76{col 72}{space 3} 245893.3
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2}    43706{col 31}{space 2} 69599.26{col 42}{space 1}    0.63{col 51}{space 3}0.535{col 59}{space 4}-98434.65{col 72}{space 3} 185846.6
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2} 9535.234{col 31}{space 2} 45941.42{col 42}{space 1}    0.21{col 51}{space 3}0.837{col 59}{space 4}-84289.66{col 72}{space 3} 103360.1
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} 54941.86{col 31}{space 2} 50138.76{col 42}{space 1}    1.10{col 51}{space 3}0.282{col 59}{space 4}-47455.15{col 72}{space 3} 157338.9
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}    92986{col 31}{space 2} 192573.9{col 42}{space 1}    0.48{col 51}{space 3}0.633{col 59}{space 4}-300302.4{col 72}{space 3} 486274.4
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 359341.99
          {txt}sigma_e {c |} {res} 567866.33
              {txt}rho {c |} {res} .28593224{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3546189{col 39} -3545807{col 50}    27{col 58}  7091668{col 69}  7091948
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.75 ///
> 
. ** ESTIMATES FOR FIGURE 4: Q = 0.75 **
. lincom (zpolicy2_abszero*2.501583 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.049051{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 27983.04{col 26}{space 2} 13333.38{col 37}{space 1}    2.10{col 46}{space 3}0.044{col 54}{space 4} 752.6518{col 67}{space 3} 55213.42
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.   
. * Q = 0.90 [$ 786,330.1: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zmanage2_abszero ceo  privmgt  pctagency_packing perc_prof  zloyalty2_abszero ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 ///
> year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), fe i(subagency) q(90)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0034                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0331                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0006                                        {txt}max = {res}    61960

                                                {txt}F({res}27{txt},{res}30{txt})           = {res} 81060.77
{txt}corr(u_i, Xb)  = {res}-0.2534                        {txt}Prob > F           =    {res}0.0000

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_90{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} 96147.81{col 31}{space 2} 53594.99{col 42}{space 1}    1.79{col 51}{space 3}0.083{col 59}{space 4}-13307.77{col 72}{space 3} 205603.4
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 70081.02{col 31}{space 2} 38384.67{col 42}{space 1}    1.83{col 51}{space 3}0.078{col 59}{space 4}-8310.937{col 72}{space 3}   148473
{txt}{space 14}ceo {c |}{col 19}{res}{space 2}-207009.6{col 31}{space 2} 140175.1{col 42}{space 1}   -1.48{col 51}{space 3}0.150{col 59}{space 4}-493285.3{col 72}{space 3} 79266.07
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-18627.31{col 31}{space 2} 114189.9{col 42}{space 1}   -0.16{col 51}{space 3}0.872{col 59}{space 4}-251834.2{col 72}{space 3} 214579.6
{txt}pctagency_packing {c |}{col 19}{res}{space 2} 8771.732{col 31}{space 2} 6736.356{col 42}{space 1}    1.30{col 51}{space 3}0.203{col 59}{space 4}-4985.743{col 72}{space 3} 22529.21
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} -1341736{col 31}{space 2}  1922353{col 42}{space 1}   -0.70{col 51}{space 3}0.491{col 59}{space 4} -5267706{col 72}{space 3}  2584233
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-43984.99{col 31}{space 2} 83368.32{col 42}{space 1}   -0.53{col 51}{space 3}0.602{col 59}{space 4}-214245.8{col 72}{space 3} 126275.8
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2} 46081.84{col 31}{space 2} 140313.7{col 42}{space 1}    0.33{col 51}{space 3}0.745{col 59}{space 4}  -240477{col 72}{space 3} 332640.6
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 157343.2{col 31}{space 2} 159193.7{col 42}{space 1}    0.99{col 51}{space 3}0.331{col 59}{space 4}-167773.6{col 72}{space 3} 482460.1
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2}   265356{col 31}{space 2} 175045.6{col 42}{space 1}    1.52{col 51}{space 3}0.140{col 59}{space 4}-92134.78{col 72}{space 3} 622846.8
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 328069.9{col 31}{space 2} 176643.5{col 42}{space 1}    1.86{col 51}{space 3}0.073{col 59}{space 4} -32684.3{col 72}{space 3}   688824
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 476578.3{col 31}{space 2} 185889.4{col 42}{space 1}    2.56{col 51}{space 3}0.016{col 59}{space 4} 96941.46{col 72}{space 3} 856215.1
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 560188.4{col 31}{space 2}   167212{col 42}{space 1}    3.35{col 51}{space 3}0.002{col 59}{space 4}   218696{col 72}{space 3} 901680.9
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 550210.7{col 31}{space 2} 245414.6{col 42}{space 1}    2.24{col 51}{space 3}0.033{col 59}{space 4} 49007.28{col 72}{space 3}  1051414
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 492559.5{col 31}{space 2} 196485.3{col 42}{space 1}    2.51{col 51}{space 3}0.018{col 59}{space 4} 91282.94{col 72}{space 3}   893836
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 344145.6{col 31}{space 2} 177586.9{col 42}{space 1}    1.94{col 51}{space 3}0.062{col 59}{space 4}-18535.35{col 72}{space 3} 706826.5
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 513200.4{col 31}{space 2} 160261.7{col 42}{space 1}    3.20{col 51}{space 3}0.003{col 59}{space 4} 185902.5{col 72}{space 3} 840498.4
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 409261.1{col 31}{space 2} 168861.6{col 42}{space 1}    2.42{col 51}{space 3}0.022{col 59}{space 4} 64399.76{col 72}{space 3} 754122.5
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 495246.1{col 31}{space 2} 122232.3{col 42}{space 1}    4.05{col 51}{space 3}0.000{col 59}{space 4} 245614.4{col 72}{space 3} 744877.8
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 339556.5{col 31}{space 2} 167881.8{col 42}{space 1}    2.02{col 51}{space 3}0.052{col 59}{space 4}-3303.888{col 72}{space 3}   682417
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 357245.3{col 31}{space 2}   177819{col 42}{space 1}    2.01{col 51}{space 3}0.054{col 59}{space 4}-5909.428{col 72}{space 3} 720400.1
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 343270.6{col 31}{space 2} 183857.7{col 42}{space 1}    1.87{col 51}{space 3}0.072{col 59}{space 4}-32216.86{col 72}{space 3} 718758.1
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 281094.6{col 31}{space 2} 177837.2{col 42}{space 1}    1.58{col 51}{space 3}0.124{col 59}{space 4}-82097.44{col 72}{space 3} 644286.6
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 483787.6{col 31}{space 2} 239700.2{col 42}{space 1}    2.02{col 51}{space 3}0.053{col 59}{space 4}-5745.511{col 72}{space 3} 973320.7
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 444576.5{col 31}{space 2} 221865.7{col 42}{space 1}    2.00{col 51}{space 3}0.054{col 59}{space 4}-8533.745{col 72}{space 3} 897686.8
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2} 405618.2{col 31}{space 2} 161527.2{col 42}{space 1}    2.51{col 51}{space 3}0.018{col 59}{space 4} 75735.64{col 72}{space 3} 735500.7
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} 499236.4{col 31}{space 2} 182462.4{col 42}{space 1}    2.74{col 51}{space 3}0.010{col 59}{space 4} 126598.4{col 72}{space 3} 871874.3
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}   420646{col 31}{space 2} 640801.1{col 42}{space 1}    0.66{col 51}{space 3}0.517{col 59}{space 4}-888044.5{col 72}{space 3}  1729336
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 1567411.4
          {txt}sigma_e {c |} {res} 2650765.7
              {txt}rho {c |} {res} .25906265{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3918660{col 39} -3918245{col 50}    27{col 58}  7836543{col 69}  7836824
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.90 ///
> 
. ** ESTIMATES FOR FIGURE 4: Q = 0.90 **
. lincom (zpolicy2_abszero*2.501583 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.049051{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}   100864{col 26}{space 2} 56223.88{col 37}{space 1}    1.79{col 46}{space 3}0.083{col 54}{space 4}-13960.53{col 67}{space 3} 215688.4
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. 
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
.    
.  
. * Q = 0.95 [$ 1,623,405: N = 241,730] *
. xtrifreg fed_funding  zpolicy2_abszero zmanage2_abszero ceo  privmgt  pctagency_packing perc_prof  zloyalty2_abszero ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 ///
> year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), fe i(subagency) q(95)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0022                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.1578                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0032                                        {txt}max = {res}    61960

                                                {txt}F({res}27{txt},{res}30{txt})           = {res} 4.52e+07
{txt}corr(u_i, Xb)  = {res}-0.0233                        {txt}Prob > F           =    {res}0.0000

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_95{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2}  72827.2{col 31}{space 2} 134962.8{col 42}{space 1}    0.54{col 51}{space 3}0.593{col 59}{space 4}-202803.6{col 72}{space 3}   348458
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 192649.8{col 31}{space 2}   102125{col 42}{space 1}    1.89{col 51}{space 3}0.069{col 59}{space 4}-15917.39{col 72}{space 3} 401216.9
{txt}{space 14}ceo {c |}{col 19}{res}{space 2}-320686.1{col 31}{space 2} 393744.7{col 42}{space 1}   -0.81{col 51}{space 3}0.422{col 59}{space 4} -1124820{col 72}{space 3} 483447.9
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2} 50252.96{col 31}{space 2} 325833.3{col 42}{space 1}    0.15{col 51}{space 3}0.878{col 59}{space 4}-615187.4{col 72}{space 3} 715693.3
{txt}pctagency_packing {c |}{col 19}{res}{space 2} 16682.63{col 31}{space 2} 20724.25{col 42}{space 1}    0.80{col 51}{space 3}0.427{col 59}{space 4}-25641.94{col 72}{space 3}  59007.2
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2}-824553.3{col 31}{space 2}  4481146{col 42}{space 1}   -0.18{col 51}{space 3}0.855{col 59}{space 4} -9976274{col 72}{space 3}  8327167
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-184113.3{col 31}{space 2} 203522.8{col 42}{space 1}   -0.90{col 51}{space 3}0.373{col 59}{space 4}-599762.2{col 72}{space 3} 231535.7
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2} 23506.67{col 31}{space 2} 269144.8{col 42}{space 1}    0.09{col 51}{space 3}0.931{col 59}{space 4}-526160.4{col 72}{space 3} 573173.7
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 365044.3{col 31}{space 2} 282623.1{col 42}{space 1}    1.29{col 51}{space 3}0.206{col 59}{space 4}  -212149{col 72}{space 3} 942237.7
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 557387.8{col 31}{space 2} 415654.6{col 42}{space 1}    1.34{col 51}{space 3}0.190{col 59}{space 4}-291492.1{col 72}{space 3}  1406268
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 849822.1{col 31}{space 2} 357611.9{col 42}{space 1}    2.38{col 51}{space 3}0.024{col 59}{space 4} 119481.2{col 72}{space 3}  1580163
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 991551.9{col 31}{space 2} 343388.5{col 42}{space 1}    2.89{col 51}{space 3}0.007{col 59}{space 4}   290259{col 72}{space 3}  1692845
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2}  1328587{col 31}{space 2} 367277.3{col 42}{space 1}    3.62{col 51}{space 3}0.001{col 59}{space 4} 578506.5{col 72}{space 3}  2078667
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2}  1381528{col 31}{space 2} 599636.7{col 42}{space 1}    2.30{col 51}{space 3}0.028{col 59}{space 4} 156906.5{col 72}{space 3}  2606149
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2}  1037519{col 31}{space 2} 340693.8{col 42}{space 1}    3.05{col 51}{space 3}0.005{col 59}{space 4} 341729.9{col 72}{space 3}  1733309
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 646897.4{col 31}{space 2} 297710.7{col 42}{space 1}    2.17{col 51}{space 3}0.038{col 59}{space 4} 38890.97{col 72}{space 3}  1254904
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2}   955763{col 31}{space 2} 289377.2{col 42}{space 1}    3.30{col 51}{space 3}0.002{col 59}{space 4} 364775.8{col 72}{space 3}  1546750
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 896922.7{col 31}{space 2} 304996.7{col 42}{space 1}    2.94{col 51}{space 3}0.006{col 59}{space 4} 274036.4{col 72}{space 3}  1519809
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 902821.2{col 31}{space 2} 277234.2{col 42}{space 1}    3.26{col 51}{space 3}0.003{col 59}{space 4} 336633.3{col 72}{space 3}  1469009
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 543364.8{col 31}{space 2} 404216.9{col 42}{space 1}    1.34{col 51}{space 3}0.189{col 59}{space 4}-282156.2{col 72}{space 3}  1368886
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 705360.2{col 31}{space 2} 336546.9{col 42}{space 1}    2.10{col 51}{space 3}0.045{col 59}{space 4} 18039.66{col 72}{space 3}  1392681
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 684588.5{col 31}{space 2} 357914.1{col 42}{space 1}    1.91{col 51}{space 3}0.065{col 59}{space 4}-46369.63{col 72}{space 3}  1415547
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 535515.3{col 31}{space 2} 370014.5{col 42}{space 1}    1.45{col 51}{space 3}0.158{col 59}{space 4}-220155.1{col 72}{space 3}  1291186
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 866194.2{col 31}{space 2} 452907.5{col 42}{space 1}    1.91{col 51}{space 3}0.065{col 59}{space 4}-58766.37{col 72}{space 3}  1791155
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2}   763420{col 31}{space 2} 433823.2{col 42}{space 1}    1.76{col 51}{space 3}0.089{col 59}{space 4}-122565.3{col 72}{space 3}  1649405
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2} 709768.3{col 31}{space 2}   308799{col 42}{space 1}    2.30{col 51}{space 3}0.029{col 59}{space 4} 79116.71{col 72}{space 3}  1340420
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} 729529.6{col 31}{space 2} 342985.9{col 42}{space 1}    2.13{col 51}{space 3}0.042{col 59}{space 4} 29058.98{col 72}{space 3}  1430000
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 751889.8{col 31}{space 2}  1364596{col 42}{space 1}    0.55{col 51}{space 3}0.586{col 59}{space 4} -2034987{col 72}{space 3}  3538767
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res}   4743319
          {txt}sigma_e {c |} {res} 6785383.2
              {txt}rho {c |} {res} .32825957{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -4145718{col 39} -4145452{col 50}    27{col 58}  8290958{col 69}  8291239
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.95 ///
> 
. ** ESTIMATES FOR FIGURE 4: Q = 0.95 **
. lincom (zpolicy2_abszero*2.501583 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.049051{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_95{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 76399.44{col 26}{space 2} 141582.9{col 37}{space 1}    0.54{col 46}{space 3}0.593{col 54}{space 4}-212751.3{col 67}{space 3} 365550.2
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. 
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
. 
. ** FOR REGRESSION COMPARISON PURPOSES ONLY **   
.  
. * E [LN (Y)]  LOGGED TRANSFORMED CONDITIONAL MEAN [OLS]: [UNTRANSFORMED: $ 408,215; LOGGED TRANSFORMED CONVERSION: $ 61,101: N = 241,730] *
. regress ln_fed_funding  zpolicy2_abszero zmanage2_abszero   ceo  privmgt  pctagency_packing perc_prof  zloyalty2_abszero  i.subagency ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 ///
> year_06 year_07 year_08 if e(sample), vce(cluster subagency)

{txt}Linear regression                               Number of obs     = {res}   241,730
                                                {txt}{help j_robustsingular:F(26, 30) }        =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2492
                                                {txt}Root MSE          =    {res} 1.7871

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}   ln_fed_funding{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2}  .218563{col 31}{space 2}  .067114{col 42}{space 1}    3.26{col 51}{space 3}0.003{col 59}{space 4}  .081498{col 72}{space 3}  .355628
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} .0822043{col 31}{space 2} .0693503{col 42}{space 1}    1.19{col 51}{space 3}0.245{col 59}{space 4}-.0594279{col 72}{space 3} .2238365
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} .0635259{col 31}{space 2} .1170751{col 42}{space 1}    0.54{col 51}{space 3}0.591{col 59}{space 4}-.1755734{col 72}{space 3} .3026251
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-.4236157{col 31}{space 2}  .187936{col 42}{space 1}   -2.25{col 51}{space 3}0.032{col 59}{space 4}-.8074323{col 72}{space 3}-.0397991
{txt}pctagency_packing {c |}{col 19}{res}{space 2} .0013717{col 31}{space 2} .0093284{col 42}{space 1}    0.15{col 51}{space 3}0.884{col 59}{space 4}-.0176794{col 72}{space 3} .0204228
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} .4858372{col 31}{space 2} 2.411469{col 42}{space 1}    0.20{col 51}{space 3}0.842{col 59}{space 4} -4.43904{col 72}{space 3} 5.410715
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-.0722974{col 31}{space 2} .1099489{col 42}{space 1}   -0.66{col 51}{space 3}0.516{col 59}{space 4} -.296843{col 72}{space 3} .1522482
{txt}{space 17} {c |}
{space 8}subagency {c |}
{space 15}2  {c |}{col 19}{res}{space 2} 2.135439{col 31}{space 2} .2215199{col 42}{space 1}    9.64{col 51}{space 3}0.000{col 59}{space 4} 1.683035{col 72}{space 3} 2.587843
{txt}{space 15}3  {c |}{col 19}{res}{space 2} 2.369609{col 31}{space 2} .1705079{col 42}{space 1}   13.90{col 51}{space 3}0.000{col 59}{space 4} 2.021386{col 72}{space 3} 2.717833
{txt}{space 15}4  {c |}{col 19}{res}{space 2} 2.258423{col 31}{space 2} .4029949{col 42}{space 1}    5.60{col 51}{space 3}0.000{col 59}{space 4} 1.435398{col 72}{space 3} 3.081448
{txt}{space 15}5  {c |}{col 19}{res}{space 2} 1.884037{col 31}{space 2}  .554037{col 42}{space 1}    3.40{col 51}{space 3}0.002{col 59}{space 4} .7525428{col 72}{space 3} 3.015532
{txt}{space 15}6  {c |}{col 19}{res}{space 2} 1.922762{col 31}{space 2} .3811377{col 42}{space 1}    5.04{col 51}{space 3}0.000{col 59}{space 4} 1.144375{col 72}{space 3} 2.701149
{txt}{space 15}7  {c |}{col 19}{res}{space 2} 3.008714{col 31}{space 2} .2592551{col 42}{space 1}   11.61{col 51}{space 3}0.000{col 59}{space 4} 2.479245{col 72}{space 3} 3.538184
{txt}{space 15}8  {c |}{col 19}{res}{space 2} 2.247418{col 31}{space 2} .3698346{col 42}{space 1}    6.08{col 51}{space 3}0.000{col 59}{space 4} 1.492115{col 72}{space 3} 3.002722
{txt}{space 15}9  {c |}{col 19}{res}{space 2} 2.356968{col 31}{space 2} .6491186{col 42}{space 1}    3.63{col 51}{space 3}0.001{col 59}{space 4} 1.031291{col 72}{space 3} 3.682645
{txt}{space 14}11  {c |}{col 19}{res}{space 2} 1.234556{col 31}{space 2} .6430615{col 42}{space 1}    1.92{col 51}{space 3}0.064{col 59}{space 4}-.0787512{col 72}{space 3} 2.547862
{txt}{space 14}12  {c |}{col 19}{res}{space 2} 2.727107{col 31}{space 2}  .388291{col 42}{space 1}    7.02{col 51}{space 3}0.000{col 59}{space 4} 1.934111{col 72}{space 3} 3.520103
{txt}{space 14}13  {c |}{col 19}{res}{space 2}  .225692{col 31}{space 2} .2041306{col 42}{space 1}    1.11{col 51}{space 3}0.278{col 59}{space 4}-.1911984{col 72}{space 3} .6425824
{txt}{space 14}14  {c |}{col 19}{res}{space 2} 2.359475{col 31}{space 2}  .434716{col 42}{space 1}    5.43{col 51}{space 3}0.000{col 59}{space 4} 1.471667{col 72}{space 3} 3.247284
{txt}{space 14}15  {c |}{col 19}{res}{space 2} 2.175407{col 31}{space 2} .1357153{col 42}{space 1}   16.03{col 51}{space 3}0.000{col 59}{space 4} 1.898239{col 72}{space 3} 2.452574
{txt}{space 14}16  {c |}{col 19}{res}{space 2} 3.661031{col 31}{space 2} .2450417{col 42}{space 1}   14.94{col 51}{space 3}0.000{col 59}{space 4} 3.160589{col 72}{space 3} 4.161473
{txt}{space 14}17  {c |}{col 19}{res}{space 2} 2.484427{col 31}{space 2} .3969635{col 42}{space 1}    6.26{col 51}{space 3}0.000{col 59}{space 4} 1.673719{col 72}{space 3} 3.295134
{txt}{space 14}18  {c |}{col 19}{res}{space 2}-.5432441{col 31}{space 2} .5006241{col 42}{space 1}   -1.09{col 51}{space 3}0.287{col 59}{space 4}-1.565655{col 72}{space 3} .4791667
{txt}{space 14}21  {c |}{col 19}{res}{space 2} 1.729898{col 31}{space 2}  .624135{col 42}{space 1}    2.77{col 51}{space 3}0.009{col 59}{space 4} .4552442{col 72}{space 3} 3.004552
{txt}{space 14}22  {c |}{col 19}{res}{space 2} 1.243387{col 31}{space 2} .5672088{col 42}{space 1}    2.19{col 51}{space 3}0.036{col 59}{space 4} .0849925{col 72}{space 3} 2.401782
{txt}{space 14}24  {c |}{col 19}{res}{space 2} 1.030873{col 31}{space 2} .9735257{col 42}{space 1}    1.06{col 51}{space 3}0.298{col 59}{space 4}-.9573314{col 72}{space 3} 3.019078
{txt}{space 14}25  {c |}{col 19}{res}{space 2} 2.165491{col 31}{space 2} .4086341{col 42}{space 1}    5.30{col 51}{space 3}0.000{col 59}{space 4} 1.330949{col 72}{space 3} 3.000034
{txt}{space 14}26  {c |}{col 19}{res}{space 2} 2.789528{col 31}{space 2} .6155209{col 42}{space 1}    4.53{col 51}{space 3}0.000{col 59}{space 4} 1.532466{col 72}{space 3} 4.046589
{txt}{space 14}28  {c |}{col 19}{res}{space 2} 4.622511{col 31}{space 2} .2413814{col 42}{space 1}   19.15{col 51}{space 3}0.000{col 59}{space 4} 4.129544{col 72}{space 3} 5.115477
{txt}{space 14}45  {c |}{col 19}{res}{space 2}-1.468904{col 31}{space 2} .9850102{col 42}{space 1}   -1.49{col 51}{space 3}0.146{col 59}{space 4}-3.480564{col 72}{space 3} .5427548
{txt}{space 14}55  {c |}{col 19}{res}{space 2} 1.118606{col 31}{space 2} .4904074{col 42}{space 1}    2.28{col 51}{space 3}0.030{col 59}{space 4}   .11706{col 72}{space 3} 2.120151
{txt}{space 14}56  {c |}{col 19}{res}{space 2}-2.250914{col 31}{space 2} .5618358{col 42}{space 1}   -4.01{col 51}{space 3}0.000{col 59}{space 4}-3.398336{col 72}{space 3}-1.103492
{txt}{space 14}57  {c |}{col 19}{res}{space 2} 2.040484{col 31}{space 2} .2661431{col 42}{space 1}    7.67{col 51}{space 3}0.000{col 59}{space 4} 1.496947{col 72}{space 3} 2.584021
{txt}{space 14}59  {c |}{col 19}{res}{space 2} 2.168912{col 31}{space 2} .7495358{col 42}{space 1}    2.89{col 51}{space 3}0.007{col 59}{space 4} .6381555{col 72}{space 3} 3.699668
{txt}{space 14}60  {c |}{col 19}{res}{space 2} 2.065312{col 31}{space 2} .6403386{col 42}{space 1}    3.23{col 51}{space 3}0.003{col 59}{space 4} .7575656{col 72}{space 3} 3.373057
{txt}{space 14}63  {c |}{col 19}{res}{space 2}  2.19805{col 31}{space 2} .5151059{col 42}{space 1}    4.27{col 51}{space 3}0.000{col 59}{space 4} 1.146063{col 72}{space 3} 3.250037
{txt}{space 14}71  {c |}{col 19}{res}{space 2}-.0332946{col 31}{space 2} .4042403{col 42}{space 1}   -0.08{col 51}{space 3}0.935{col 59}{space 4}-.8588635{col 72}{space 3} .7922743
{txt}{space 17} {c |}
{space 10}year_89 {c |}{col 19}{res}{space 2}  .069736{col 31}{space 2} .1150475{col 42}{space 1}    0.61{col 51}{space 3}0.549{col 59}{space 4}-.1652224{col 72}{space 3} .3046945
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} .2019475{col 31}{space 2} .1255623{col 42}{space 1}    1.61{col 51}{space 3}0.118{col 59}{space 4}-.0544849{col 72}{space 3} .4583799
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} .3323032{col 31}{space 2} .1937553{col 42}{space 1}    1.72{col 51}{space 3}0.097{col 59}{space 4}-.0633978{col 72}{space 3} .7280042
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} .3385662{col 31}{space 2}  .189851{col 42}{space 1}    1.78{col 51}{space 3}0.085{col 59}{space 4}-.0491612{col 72}{space 3} .7262935
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} .3279008{col 31}{space 2} .2085992{col 42}{space 1}    1.57{col 51}{space 3}0.126{col 59}{space 4}-.0981155{col 72}{space 3} .7539172
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} .3855654{col 31}{space 2} .2086636{col 42}{space 1}    1.85{col 51}{space 3}0.075{col 59}{space 4}-.0405825{col 72}{space 3} .8117132
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} .2557118{col 31}{space 2} .1887154{col 42}{space 1}    1.36{col 51}{space 3}0.186{col 59}{space 4}-.1296965{col 72}{space 3} .6411202
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} .3850596{col 31}{space 2}  .176934{col 42}{space 1}    2.18{col 51}{space 3}0.038{col 59}{space 4} .0237122{col 72}{space 3} .7464069
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} .3204897{col 31}{space 2} .2271226{col 42}{space 1}    1.41{col 51}{space 3}0.169{col 59}{space 4}-.1433566{col 72}{space 3}  .784336
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2}  .451195{col 31}{space 2} .2125765{col 42}{space 1}    2.12{col 51}{space 3}0.042{col 59}{space 4} .0170558{col 72}{space 3} .8853341
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} .3862274{col 31}{space 2} .1662059{col 42}{space 1}    2.32{col 51}{space 3}0.027{col 59}{space 4} .0467896{col 72}{space 3} .7256651
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} .4681496{col 31}{space 2}  .251397{col 42}{space 1}    1.86{col 51}{space 3}0.072{col 59}{space 4}-.0452716{col 72}{space 3} .9815708
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} .2959826{col 31}{space 2} .2728016{col 42}{space 1}    1.08{col 51}{space 3}0.287{col 59}{space 4}-.2611526{col 72}{space 3} .8531177
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} .4392966{col 31}{space 2} .2884047{col 42}{space 1}    1.52{col 51}{space 3}0.138{col 59}{space 4}-.1497044{col 72}{space 3} 1.028298
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} .4478419{col 31}{space 2} .2782494{col 42}{space 1}    1.61{col 51}{space 3}0.118{col 59}{space 4} -.120419{col 72}{space 3} 1.016103
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} .4106631{col 31}{space 2} .3149013{col 42}{space 1}    1.30{col 51}{space 3}0.202{col 59}{space 4}-.2324512{col 72}{space 3} 1.053777
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} .5809206{col 31}{space 2} .4174178{col 42}{space 1}    1.39{col 51}{space 3}0.174{col 59}{space 4}-.2715602{col 72}{space 3} 1.433401
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} .4529842{col 31}{space 2} .3814005{col 42}{space 1}    1.19{col 51}{space 3}0.244{col 59}{space 4}-.3259395{col 72}{space 3} 1.231908
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2}-.1040006{col 31}{space 2} .2649278{col 42}{space 1}   -0.39{col 51}{space 3}0.697{col 59}{space 4}-.6450554{col 72}{space 3} .4370541
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} .0857661{col 31}{space 2} .1810836{col 42}{space 1}    0.47{col 51}{space 3}0.639{col 59}{space 4}-.2840559{col 72}{space 3} .4555881
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 9.250646{col 31}{space 2} .7101933{col 42}{space 1}   13.03{col 51}{space 3}0.000{col 59}{space 4} 7.800237{col 72}{space 3} 10.70105
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28}-517961.1{col 39}-483322.7{col 50}    27{col 58} 966699.5{col 69} 966980.1
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
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. *** I. MODEL 1.2: PROGRAM, SUBAGENCY, AND TIME FEs [WITH PROGRAM-CLUSTERED STANDARD ERRORS]: INTERACTION BETWEEN POLICY EXPERTISE & NON-GOVERNMENT PARTNER RECIPIENT ***
. 
. 
. 
. **** EVALUATE VARYING $-VALUED COOPERATIVE AGREEMENTS AT CONDITIONAL QUANTILES *****
. 
. 
. 
. ** UNCONDITIONAL QUANTILE FIXED EFFECTS MODEL [Q = 0.05, 0.10, 0.25, 0.50, 0.75, 0.90, 0.95] **
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
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. 
. 
. * Q = 0.05 [$ 2,126.956: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2azng zmanage2_abszero ceo privmgt pctagency_packing perc_prof nongov_recip zloyalty2_abszero ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), ///
> fe i(subagency) q(05)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0817                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0794                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0696                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.3815                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}            rif_5{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} 952.7946{col 31}{space 2} 1225.466{col 42}{space 1}    0.78{col 51}{space 3}0.443{col 59}{space 4}-1549.941{col 72}{space 3}  3455.53
{txt}{space 8}zpol2azng {c |}{col 19}{res}{space 2} 8415.432{col 31}{space 2}  4381.15{col 42}{space 1}    1.92{col 51}{space 3}0.064{col 59}{space 4}  -532.07{col 72}{space 3} 17362.93
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 1351.623{col 31}{space 2} 828.4887{col 42}{space 1}    1.63{col 51}{space 3}0.113{col 59}{space 4}-340.3766{col 72}{space 3} 3043.623
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} 3716.044{col 31}{space 2} 1618.995{col 42}{space 1}    2.30{col 51}{space 3}0.029{col 59}{space 4} 409.6147{col 72}{space 3} 7022.474
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-7866.375{col 31}{space 2} 2776.219{col 42}{space 1}   -2.83{col 51}{space 3}0.008{col 59}{space 4}-13536.17{col 72}{space 3}-2196.578
{txt}pctagency_packing {c |}{col 19}{res}{space 2}  -126.65{col 31}{space 2}  117.055{col 42}{space 1}   -1.08{col 51}{space 3}0.288{col 59}{space 4}-365.7082{col 72}{space 3} 112.4081
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} 26260.49{col 31}{space 2} 27625.42{col 42}{space 1}    0.95{col 51}{space 3}0.349{col 59}{space 4}-30158.13{col 72}{space 3} 82679.12
{txt}{space 5}nongov_recip {c |}{col 19}{res}{space 2}-26134.55{col 31}{space 2}    14881{col 42}{space 1}   -1.76{col 51}{space 3}0.089{col 59}{space 4} -56525.6{col 72}{space 3} 4256.493
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-189.6349{col 31}{space 2} 934.0141{col 42}{space 1}   -0.20{col 51}{space 3}0.840{col 59}{space 4}-2097.146{col 72}{space 3} 1717.876
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2}  538.902{col 31}{space 2} 2466.594{col 42}{space 1}    0.22{col 51}{space 3}0.829{col 59}{space 4}-4498.554{col 72}{space 3} 5576.358
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2}  2130.45{col 31}{space 2} 2300.752{col 42}{space 1}    0.93{col 51}{space 3}0.362{col 59}{space 4}-2568.311{col 72}{space 3} 6829.212
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 2923.535{col 31}{space 2} 1987.239{col 42}{space 1}    1.47{col 51}{space 3}0.152{col 59}{space 4}-1134.948{col 72}{space 3} 6982.019
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 1884.755{col 31}{space 2} 1741.827{col 42}{space 1}    1.08{col 51}{space 3}0.288{col 59}{space 4} -1672.53{col 72}{space 3} 5442.039
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2}-24.33504{col 31}{space 2}  2198.16{col 42}{space 1}   -0.01{col 51}{space 3}0.991{col 59}{space 4}-4513.576{col 72}{space 3} 4464.906
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 1336.331{col 31}{space 2} 2464.241{col 42}{space 1}    0.54{col 51}{space 3}0.592{col 59}{space 4}-3696.321{col 72}{space 3} 6368.983
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2}-457.1977{col 31}{space 2} 2464.246{col 42}{space 1}   -0.19{col 51}{space 3}0.854{col 59}{space 4} -5489.86{col 72}{space 3} 4575.465
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 1509.263{col 31}{space 2} 2385.246{col 42}{space 1}    0.63{col 51}{space 3}0.532{col 59}{space 4}-3362.059{col 72}{space 3} 6380.585
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 1873.346{col 31}{space 2}  2185.65{col 42}{space 1}    0.86{col 51}{space 3}0.398{col 59}{space 4}-2590.347{col 72}{space 3} 6337.039
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 603.8809{col 31}{space 2} 2284.796{col 42}{space 1}    0.26{col 51}{space 3}0.793{col 59}{space 4}-4062.295{col 72}{space 3} 5270.057
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 658.3525{col 31}{space 2} 2270.367{col 42}{space 1}    0.29{col 51}{space 3}0.774{col 59}{space 4}-3978.355{col 72}{space 3}  5295.06
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 2220.156{col 31}{space 2} 2367.171{col 42}{space 1}    0.94{col 51}{space 3}0.356{col 59}{space 4}-2614.252{col 72}{space 3} 7054.563
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2}-774.1274{col 31}{space 2}  2295.89{col 42}{space 1}   -0.34{col 51}{space 3}0.738{col 59}{space 4} -5462.96{col 72}{space 3} 3914.705
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 2096.958{col 31}{space 2} 2175.896{col 42}{space 1}    0.96{col 51}{space 3}0.343{col 59}{space 4}-2346.815{col 72}{space 3} 6540.731
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 2287.842{col 31}{space 2} 2011.613{col 42}{space 1}    1.14{col 51}{space 3}0.264{col 59}{space 4}-1820.419{col 72}{space 3} 6396.103
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 1449.349{col 31}{space 2} 2116.707{col 42}{space 1}    0.68{col 51}{space 3}0.499{col 59}{space 4}-2873.543{col 72}{space 3} 5772.241
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 1671.134{col 31}{space 2}  2707.24{col 42}{space 1}    0.62{col 51}{space 3}0.542{col 59}{space 4}-3857.787{col 72}{space 3} 7200.056
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 533.8189{col 31}{space 2} 2973.105{col 42}{space 1}    0.18{col 51}{space 3}0.859{col 59}{space 4}-5538.072{col 72}{space 3} 6605.709
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2}-9415.775{col 31}{space 2} 5830.227{col 42}{space 1}   -1.61{col 51}{space 3}0.117{col 59}{space 4}-21322.69{col 72}{space 3} 2491.138
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2}-6780.986{col 31}{space 2} 3917.959{col 42}{space 1}   -1.73{col 51}{space 3}0.094{col 59}{space 4}-14782.53{col 72}{space 3} 1220.554
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 608.3856{col 31}{space 2} 9535.788{col 42}{space 1}    0.06{col 51}{space 3}0.950{col 59}{space 4}-18866.29{col 72}{space 3} 20083.06
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 13018.091
          {txt}sigma_e {c |} {res} 25953.324
              {txt}rho {c |} {res} .20102196{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2810229{col 39} -2799927{col 50}    27{col 58}  5599908{col 69}  5600189
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.05 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-GOVERNMENT PARTNER/RECIPIENT EFFECT APPEARS SECOND ****
. 
. 
. ** ESTIMATES FOR FIGURE 5A: Q = 0.05 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_5{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 977.1042{col 26}{space 2} 1256.732{col 37}{space 1}    0.78{col 46}{space 3}0.443{col 54}{space 4}-1589.486{col 67}{space 3} 3543.694
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. ** ESTIMATES FOR FIGURE 5B: Q = 0.05 [NON-GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 + zpol2azng*2.501583 - zpolicy2_abszero*1.452532 - zpol2azng*1.519779)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .981804{res}*{res}zpol2azng = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_5{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 9239.409{col 26}{space 2} 3351.405{col 37}{space 1}    2.76{col 46}{space 3}0.010{col 54}{space 4} 2394.928{col 67}{space 3} 16083.89
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
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. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.  
. * Q = 0.10 [$ 5,249.512: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2azng zmanage2_abszero ceo privmgt pctagency_packing perc_prof nongov_recip zloyalty2_abszero  ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), ///
> fe i(subagency) q(10)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0675                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0578                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0677                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.1923                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_10{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} 320.9435{col 31}{space 2} 1230.042{col 42}{space 1}    0.26{col 51}{space 3}0.796{col 59}{space 4}-2191.137{col 72}{space 3} 2833.024
{txt}{space 8}zpol2azng {c |}{col 19}{res}{space 2} 9937.425{col 31}{space 2} 4418.883{col 42}{space 1}    2.25{col 51}{space 3}0.032{col 59}{space 4} 912.8621{col 72}{space 3} 18961.99
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 1520.866{col 31}{space 2} 919.5934{col 42}{space 1}    1.65{col 51}{space 3}0.109{col 59}{space 4}-357.1948{col 72}{space 3} 3398.926
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} 3833.041{col 31}{space 2} 1744.336{col 42}{space 1}    2.20{col 51}{space 3}0.036{col 59}{space 4} 270.6311{col 72}{space 3}  7395.45
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2} -8802.27{col 31}{space 2} 3244.749{col 42}{space 1}   -2.71{col 51}{space 3}0.011{col 59}{space 4}-15428.93{col 72}{space 3}-2175.608
{txt}pctagency_packing {c |}{col 19}{res}{space 2}-147.1612{col 31}{space 2} 161.4668{col 42}{space 1}   -0.91{col 51}{space 3}0.369{col 59}{space 4}-476.9204{col 72}{space 3}  182.598
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} 16652.92{col 31}{space 2} 35677.25{col 42}{space 1}    0.47{col 51}{space 3}0.644{col 59}{space 4}-56209.73{col 72}{space 3} 89515.58
{txt}{space 5}nongov_recip {c |}{col 19}{res}{space 2}   -30572{col 31}{space 2} 15227.86{col 42}{space 1}   -2.01{col 51}{space 3}0.054{col 59}{space 4}-61671.44{col 72}{space 3} 527.4393
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2} -374.257{col 31}{space 2} 1236.106{col 42}{space 1}   -0.30{col 51}{space 3}0.764{col 59}{space 4}-2898.722{col 72}{space 3} 2150.208
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2}  2403.44{col 31}{space 2} 2325.957{col 42}{space 1}    1.03{col 51}{space 3}0.310{col 59}{space 4}-2346.798{col 72}{space 3} 7153.677
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 4432.308{col 31}{space 2} 2421.601{col 42}{space 1}    1.83{col 51}{space 3}0.077{col 59}{space 4}-513.2615{col 72}{space 3} 9377.877
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2}  5511.71{col 31}{space 2} 2908.394{col 42}{space 1}    1.90{col 51}{space 3}0.068{col 59}{space 4}-428.0222{col 72}{space 3} 11451.44
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 5049.444{col 31}{space 2} 2241.216{col 42}{space 1}    2.25{col 51}{space 3}0.032{col 59}{space 4} 472.2714{col 72}{space 3} 9626.618
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 2424.519{col 31}{space 2} 2891.041{col 42}{space 1}    0.84{col 51}{space 3}0.408{col 59}{space 4}-3479.776{col 72}{space 3} 8328.813
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 4064.482{col 31}{space 2} 3137.266{col 42}{space 1}    1.30{col 51}{space 3}0.205{col 59}{space 4}-2342.671{col 72}{space 3} 10471.63
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 2016.884{col 31}{space 2} 2918.666{col 42}{space 1}    0.69{col 51}{space 3}0.495{col 59}{space 4}-3943.828{col 72}{space 3} 7977.595
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 3183.048{col 31}{space 2} 3130.417{col 42}{space 1}    1.02{col 51}{space 3}0.317{col 59}{space 4}-3210.115{col 72}{space 3} 9576.212
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 4113.406{col 31}{space 2} 3023.314{col 42}{space 1}    1.36{col 51}{space 3}0.184{col 59}{space 4}-2061.025{col 72}{space 3} 10287.84
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 3563.459{col 31}{space 2} 2820.112{col 42}{space 1}    1.26{col 51}{space 3}0.216{col 59}{space 4}-2195.978{col 72}{space 3} 9322.896
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 3083.885{col 31}{space 2} 2633.532{col 42}{space 1}    1.17{col 51}{space 3}0.251{col 59}{space 4}-2294.505{col 72}{space 3} 8462.275
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 4559.487{col 31}{space 2} 3129.089{col 42}{space 1}    1.46{col 51}{space 3}0.155{col 59}{space 4}-1830.965{col 72}{space 3} 10949.94
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 1882.849{col 31}{space 2} 3138.018{col 42}{space 1}    0.60{col 51}{space 3}0.553{col 59}{space 4}-4525.839{col 72}{space 3} 8291.537
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2}  5084.89{col 31}{space 2} 3127.374{col 42}{space 1}    1.63{col 51}{space 3}0.114{col 59}{space 4} -1302.06{col 72}{space 3} 11471.84
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 5451.927{col 31}{space 2} 3028.685{col 42}{space 1}    1.80{col 51}{space 3}0.082{col 59}{space 4}-733.4717{col 72}{space 3} 11637.33
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 4435.629{col 31}{space 2} 3383.159{col 42}{space 1}    1.31{col 51}{space 3}0.200{col 59}{space 4}-2473.704{col 72}{space 3} 11344.96
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 4796.017{col 31}{space 2} 4224.634{col 42}{space 1}    1.14{col 51}{space 3}0.265{col 59}{space 4}-3831.837{col 72}{space 3} 13423.87
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 4324.588{col 31}{space 2} 4187.408{col 42}{space 1}    1.03{col 51}{space 3}0.310{col 59}{space 4}-4227.241{col 72}{space 3} 12876.42
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2}-7347.983{col 31}{space 2} 5690.426{col 42}{space 1}   -1.29{col 51}{space 3}0.206{col 59}{space 4}-18969.38{col 72}{space 3} 4273.417
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2}-4913.409{col 31}{space 2} 4252.391{col 42}{space 1}   -1.16{col 51}{space 3}0.257{col 59}{space 4}-13597.95{col 72}{space 3} 3771.132
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 7184.145{col 31}{space 2} 11690.04{col 42}{space 1}    0.61{col 51}{space 3}0.543{col 59}{space 4}-16690.11{col 72}{space 3}  31058.4
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 27808.336
          {txt}sigma_e {c |} {res} 32148.033
              {txt}rho {c |} {res} .42799631{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2860117{col 39} -2851670{col 50}    28{col 58}  5703395{col 69}  5703686
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.10 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-GOVERNMENT PARTNER/RECIPIENT EFFECT APPEARS SECOND ****
. 
. 
. ** ESTIMATES FOR FIGURE 5A: Q = 0.10 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 329.1321{col 26}{space 2} 1261.425{col 37}{space 1}    0.26{col 46}{space 3}0.796{col 54}{space 4}-2247.042{col 67}{space 3} 2905.306
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. ** ESTIMATES FOR FIGURE 5B: Q = 0.10 [NON-GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 + zpol2azng*2.501583 - zpolicy2_abszero*1.452532 - zpol2azng*1.519779)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .981804{res}*{res}zpol2azng = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 10085.74{col 26}{space 2} 3393.379{col 37}{space 1}    2.97{col 46}{space 3}0.006{col 54}{space 4} 3155.531{col 67}{space 3} 17015.94
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. *
. *
. *
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.  
.   
. * Q = 0.25 [$ 17,862.89: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2azng zmanage2_abszero ceo privmgt pctagency_packing perc_prof nongov_recip zloyalty2_abszero ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), ///
> fe i(subagency) q(25)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0310                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0217                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0335                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(27,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.0233                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_25{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2}-461.8283{col 31}{space 2} 1159.256{col 42}{space 1}   -0.40{col 51}{space 3}0.693{col 59}{space 4}-2829.346{col 72}{space 3} 1905.689
{txt}{space 8}zpol2azng {c |}{col 19}{res}{space 2} 10025.49{col 31}{space 2} 3665.986{col 42}{space 1}    2.73{col 51}{space 3}0.010{col 59}{space 4} 2538.552{col 72}{space 3} 17512.44
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 1105.889{col 31}{space 2} 1176.283{col 42}{space 1}    0.94{col 51}{space 3}0.355{col 59}{space 4}-1296.401{col 72}{space 3} 3508.179
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} 3156.787{col 31}{space 2} 1726.969{col 42}{space 1}    1.83{col 51}{space 3}0.078{col 59}{space 4}-370.1533{col 72}{space 3} 6683.728
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2} -9316.69{col 31}{space 2} 3902.155{col 42}{space 1}   -2.39{col 51}{space 3}0.023{col 59}{space 4}-17285.95{col 72}{space 3}-1347.427
{txt}pctagency_packing {c |}{col 19}{res}{space 2} -61.0152{col 31}{space 2} 239.9248{col 42}{space 1}   -0.25{col 51}{space 3}0.801{col 59}{space 4}-551.0069{col 72}{space 3} 428.9766
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} 7152.141{col 31}{space 2} 41658.09{col 42}{space 1}    0.17{col 51}{space 3}0.865{col 59}{space 4}-77925.03{col 72}{space 3} 92229.31
{txt}{space 5}nongov_recip {c |}{col 19}{res}{space 2}-29697.91{col 31}{space 2} 12954.93{col 42}{space 1}   -2.29{col 51}{space 3}0.029{col 59}{space 4} -56155.4{col 72}{space 3}-3240.414
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-1531.932{col 31}{space 2} 1978.354{col 42}{space 1}   -0.77{col 51}{space 3}0.445{col 59}{space 4}-5572.269{col 72}{space 3} 2508.406
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2} 3012.883{col 31}{space 2} 1719.323{col 42}{space 1}    1.75{col 51}{space 3}0.090{col 59}{space 4}-498.4426{col 72}{space 3} 6524.208
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 5861.606{col 31}{space 2} 1888.342{col 42}{space 1}    3.10{col 51}{space 3}0.004{col 59}{space 4} 2005.097{col 72}{space 3} 9718.116
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2}  8172.37{col 31}{space 2} 3294.178{col 42}{space 1}    2.48{col 51}{space 3}0.019{col 59}{space 4} 1444.762{col 72}{space 3} 14899.98
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 5402.768{col 31}{space 2} 3161.177{col 42}{space 1}    1.71{col 51}{space 3}0.098{col 59}{space 4}-1053.217{col 72}{space 3} 11858.75
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 3445.229{col 31}{space 2} 3314.453{col 42}{space 1}    1.04{col 51}{space 3}0.307{col 59}{space 4}-3323.786{col 72}{space 3} 10214.25
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 4159.162{col 31}{space 2} 3882.532{col 42}{space 1}    1.07{col 51}{space 3}0.293{col 59}{space 4}-3770.026{col 72}{space 3} 12088.35
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 1112.551{col 31}{space 2} 3164.202{col 42}{space 1}    0.35{col 51}{space 3}0.728{col 59}{space 4}-5349.613{col 72}{space 3} 7574.714
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2}  3882.67{col 31}{space 2} 3104.932{col 42}{space 1}    1.25{col 51}{space 3}0.221{col 59}{space 4}-2458.447{col 72}{space 3} 10223.79
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 6283.439{col 31}{space 2} 4190.933{col 42}{space 1}    1.50{col 51}{space 3}0.144{col 59}{space 4}-2275.589{col 72}{space 3} 14842.47
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 8296.513{col 31}{space 2} 3897.733{col 42}{space 1}    2.13{col 51}{space 3}0.042{col 59}{space 4} 336.2808{col 72}{space 3} 16256.74
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 6815.421{col 31}{space 2} 2704.759{col 42}{space 1}    2.52{col 51}{space 3}0.017{col 59}{space 4} 1291.566{col 72}{space 3} 12339.27
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 7384.691{col 31}{space 2} 4837.021{col 42}{space 1}    1.53{col 51}{space 3}0.137{col 59}{space 4}-2493.825{col 72}{space 3} 17263.21
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 4334.301{col 31}{space 2} 4986.409{col 42}{space 1}    0.87{col 51}{space 3}0.392{col 59}{space 4}-5849.305{col 72}{space 3} 14517.91
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 6192.999{col 31}{space 2} 5959.363{col 42}{space 1}    1.04{col 51}{space 3}0.307{col 59}{space 4}-5977.645{col 72}{space 3} 18363.64
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2}  7690.87{col 31}{space 2} 5489.221{col 42}{space 1}    1.40{col 51}{space 3}0.171{col 59}{space 4}-3519.614{col 72}{space 3} 18901.35
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 6479.501{col 31}{space 2} 6497.015{col 42}{space 1}    1.00{col 51}{space 3}0.327{col 59}{space 4}-6789.174{col 72}{space 3} 19748.18
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 8723.015{col 31}{space 2}  7299.93{col 42}{space 1}    1.19{col 51}{space 3}0.241{col 59}{space 4} -6185.43{col 72}{space 3} 23631.46
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 6425.214{col 31}{space 2} 6839.356{col 42}{space 1}    0.94{col 51}{space 3}0.355{col 59}{space 4}-7542.614{col 72}{space 3} 20393.04
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2}-1911.183{col 31}{space 2} 4253.789{col 42}{space 1}   -0.45{col 51}{space 3}0.656{col 59}{space 4}-10598.58{col 72}{space 3} 6776.214
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} 685.2453{col 31}{space 2} 3816.655{col 42}{space 1}    0.18{col 51}{space 3}0.859{col 59}{space 4}-7109.404{col 72}{space 3} 8479.895
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 22776.41{col 31}{space 2} 15005.86{col 42}{space 1}    1.52{col 51}{space 3}0.140{col 59}{space 4}-7869.642{col 72}{space 3} 53422.47
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 30459.605
          {txt}sigma_e {c |} {res} 43258.959
              {txt}rho {c |} {res} .33145627{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2927237{col 39} -2923428{col 50}    27{col 58}  5846910{col 69}  5847191
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.25 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-GOVERNMENT PARTNER/RECIPIENT EFFECT APPEARS SECOND ****
. 
. 
. ** ESTIMATES FOR FIGURE 5A: Q = 0.25 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-473.6114{col 26}{space 2} 1188.834{col 37}{space 1}   -0.40{col 46}{space 3}0.693{col 54}{space 4}-2901.534{col 67}{space 3} 1954.311
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. ** ESTIMATES FOR FIGURE 5B: Q = 0.25 [NON-GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 + zpol2azng*2.501583 - zpolicy2_abszero*1.452532 - zpol2azng*1.519779)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .981804{res}*{res}zpol2azng = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 9369.459{col 26}{space 2} 2742.377{col 37}{space 1}    3.42{col 46}{space 3}0.002{col 54}{space 4} 3768.779{col 67}{space 3} 14970.14
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. *
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
. 
.    
. * Q = 0.50 [$ 63,306.38: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2azng zmanage2_abszero ceo privmgt pctagency_packing perc_prof nongov_recip zloyalty2_abszero ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), ///
> fe i(subagency) q(50)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0094                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0140                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0095                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(27,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.0260                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_50{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2}-1562.197{col 31}{space 2} 4182.529{col 42}{space 1}   -0.37{col 51}{space 3}0.711{col 59}{space 4}-10104.06{col 72}{space 3} 6979.667
{txt}{space 8}zpol2azng {c |}{col 19}{res}{space 2} 16663.84{col 31}{space 2}  6015.27{col 42}{space 1}    2.77{col 51}{space 3}0.010{col 59}{space 4}  4379.02{col 72}{space 3} 28948.66
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 1211.193{col 31}{space 2} 2958.284{col 42}{space 1}    0.41{col 51}{space 3}0.685{col 59}{space 4}-4830.429{col 72}{space 3} 7252.814
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} 2757.832{col 31}{space 2} 5797.807{col 42}{space 1}    0.48{col 51}{space 3}0.638{col 59}{space 4}-9082.869{col 72}{space 3} 14598.53
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-18428.98{col 31}{space 2} 7840.051{col 42}{space 1}   -2.35{col 51}{space 3}0.026{col 59}{space 4} -34440.5{col 72}{space 3}-2417.458
{txt}pctagency_packing {c |}{col 19}{res}{space 2}-33.08546{col 31}{space 2} 486.1914{col 42}{space 1}   -0.07{col 51}{space 3}0.946{col 59}{space 4}-1026.021{col 72}{space 3} 959.8499
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2}  6585.97{col 31}{space 2} 128408.2{col 42}{space 1}    0.05{col 51}{space 3}0.959{col 59}{space 4}-255658.6{col 72}{space 3} 268830.6
{txt}{space 5}nongov_recip {c |}{col 19}{res}{space 2}-37835.58{col 31}{space 2} 19737.76{col 42}{space 1}   -1.92{col 51}{space 3}0.065{col 59}{space 4}-78145.46{col 72}{space 3} 2474.305
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-7336.308{col 31}{space 2} 6878.314{col 42}{space 1}   -1.07{col 51}{space 3}0.295{col 59}{space 4} -21383.7{col 72}{space 3} 6711.084
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2} 2575.529{col 31}{space 2} 2977.194{col 42}{space 1}    0.87{col 51}{space 3}0.394{col 59}{space 4}-3504.711{col 72}{space 3}  8655.77
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 9124.907{col 31}{space 2} 6311.107{col 42}{space 1}    1.45{col 51}{space 3}0.159{col 59}{space 4}-3764.093{col 72}{space 3} 22013.91
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 14881.67{col 31}{space 2} 8186.175{col 42}{space 1}    1.82{col 51}{space 3}0.079{col 59}{space 4} -1836.73{col 72}{space 3} 31600.07
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 14908.61{col 31}{space 2} 9666.679{col 42}{space 1}    1.54{col 51}{space 3}0.133{col 59}{space 4}-4833.387{col 72}{space 3}  34650.6
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2}  9339.13{col 31}{space 2} 9436.847{col 42}{space 1}    0.99{col 51}{space 3}0.330{col 59}{space 4}-9933.482{col 72}{space 3} 28611.74
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 12527.41{col 31}{space 2} 11093.31{col 42}{space 1}    1.13{col 51}{space 3}0.268{col 59}{space 4}-10128.15{col 72}{space 3} 35182.97
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 6185.719{col 31}{space 2} 11617.74{col 42}{space 1}    0.53{col 51}{space 3}0.598{col 59}{space 4}-17540.87{col 72}{space 3} 29912.31
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2}  15007.8{col 31}{space 2} 9960.879{col 42}{space 1}    1.51{col 51}{space 3}0.142{col 59}{space 4} -5335.03{col 72}{space 3} 35350.63
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 14870.73{col 31}{space 2} 12592.39{col 42}{space 1}    1.18{col 51}{space 3}0.247{col 59}{space 4}-10846.36{col 72}{space 3} 40587.81
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 24728.26{col 31}{space 2} 12050.04{col 42}{space 1}    2.05{col 51}{space 3}0.049{col 59}{space 4} 118.7875{col 72}{space 3} 49337.73
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2}  15717.6{col 31}{space 2} 10428.38{col 42}{space 1}    1.51{col 51}{space 3}0.142{col 59}{space 4} -5579.99{col 72}{space 3} 37015.19
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 19369.05{col 31}{space 2} 12986.11{col 42}{space 1}    1.49{col 51}{space 3}0.146{col 59}{space 4}-7152.124{col 72}{space 3} 45890.22
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 14211.08{col 31}{space 2} 15001.76{col 42}{space 1}    0.95{col 51}{space 3}0.351{col 59}{space 4} -16426.6{col 72}{space 3} 44848.76
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 21358.04{col 31}{space 2} 16653.37{col 42}{space 1}    1.28{col 51}{space 3}0.209{col 59}{space 4}-12652.68{col 72}{space 3} 55368.75
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 23121.34{col 31}{space 2} 17889.02{col 42}{space 1}    1.29{col 51}{space 3}0.206{col 59}{space 4}-13412.92{col 72}{space 3}  59655.6
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 23870.56{col 31}{space 2} 21342.55{col 42}{space 1}    1.12{col 51}{space 3}0.272{col 59}{space 4}-19716.75{col 72}{space 3} 67457.87
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 31511.19{col 31}{space 2} 22808.03{col 42}{space 1}    1.38{col 51}{space 3}0.177{col 59}{space 4}-15069.02{col 72}{space 3}  78091.4
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 20087.33{col 31}{space 2}  20139.1{col 42}{space 1}    1.00{col 51}{space 3}0.327{col 59}{space 4}-21042.19{col 72}{space 3} 61216.85
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2} 5558.939{col 31}{space 2} 11337.98{col 42}{space 1}    0.49{col 51}{space 3}0.627{col 59}{space 4} -17596.3{col 72}{space 3} 28714.18
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2}  11545.7{col 31}{space 2} 11485.05{col 42}{space 1}    1.01{col 51}{space 3}0.323{col 59}{space 4}-11909.91{col 72}{space 3} 35001.31
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 76033.06{col 31}{space 2} 47758.71{col 42}{space 1}    1.59{col 51}{space 3}0.122{col 59}{space 4}-21503.24{col 72}{space 3} 173569.4
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 86153.486
          {txt}sigma_e {c |} {res} 123891.34
              {txt}rho {c |} {res} .32595249{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3178915{col 39} -3177776{col 50}    27{col 58}  6355607{col 69}  6355888
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.50 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-GOVERNMENT PARTNER/RECIPIENT EFFECT APPEARS SECOND ****
. 
. 
. ** ESTIMATES FOR FIGURE 5A: Q = 0.50 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-1602.055{col 26}{space 2} 4289.242{col 37}{space 1}   -0.37{col 46}{space 3}0.711{col 54}{space 4}-10361.86{col 67}{space 3} 7157.747
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. ** ESTIMATES FOR FIGURE 5B: Q = 0.50 [NON-GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 + zpol2azng*2.501583 - zpolicy2_abszero*1.452532 - zpol2azng*1.519779) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .981804{res}*{res}zpol2azng = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 14758.57{col 26}{space 2} 3704.557{col 37}{space 1}    3.98{col 46}{space 3}0.000{col 54}{space 4} 7192.855{col 67}{space 3} 22324.28
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. *
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
. 
. * Q = 0.75 [$ 233,762: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2azng zmanage2_abszero  ceo privmgt pctagency_packing perc_prof  nongov_recip zloyalty2_abszero  ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), ///
> fe i(subagency) q(75)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0057                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.1023                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0040                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.0496                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_75{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} 10641.88{col 31}{space 2} 18587.14{col 42}{space 1}    0.57{col 51}{space 3}0.571{col 59}{space 4}-27318.12{col 72}{space 3} 48601.89
{txt}{space 8}zpol2azng {c |}{col 19}{res}{space 2}  47085.6{col 31}{space 2} 25161.41{col 42}{space 1}    1.87{col 51}{space 3}0.071{col 59}{space 4}-4300.857{col 72}{space 3} 98472.05
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2}-2724.605{col 31}{space 2} 8012.183{col 42}{space 1}   -0.34{col 51}{space 3}0.736{col 59}{space 4}-19087.67{col 72}{space 3} 13638.46
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} -29084.9{col 31}{space 2} 25359.97{col 42}{space 1}   -1.15{col 51}{space 3}0.260{col 59}{space 4}-80876.86{col 72}{space 3} 22707.07
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-30311.42{col 31}{space 2} 24870.84{col 42}{space 1}   -1.22{col 51}{space 3}0.232{col 59}{space 4}-81104.44{col 72}{space 3} 20481.61
{txt}pctagency_packing {c |}{col 19}{res}{space 2} 1347.645{col 31}{space 2} 1581.721{col 42}{space 1}    0.85{col 51}{space 3}0.401{col 59}{space 4} -1882.66{col 72}{space 3}  4577.95
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} 140449.2{col 31}{space 2} 513899.9{col 42}{space 1}    0.27{col 51}{space 3}0.786{col 59}{space 4}-909074.4{col 72}{space 3}  1189973
{txt}{space 5}nongov_recip {c |}{col 19}{res}{space 2}-49955.61{col 31}{space 2}  59917.6{col 42}{space 1}   -0.83{col 51}{space 3}0.411{col 59}{space 4}-172323.7{col 72}{space 3} 72412.45
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-12053.14{col 31}{space 2} 22382.93{col 42}{space 1}   -0.54{col 51}{space 3}0.594{col 59}{space 4}-57765.19{col 72}{space 3}  33658.9
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2}-24346.93{col 31}{space 2} 28736.03{col 42}{space 1}   -0.85{col 51}{space 3}0.404{col 59}{space 4}-83033.73{col 72}{space 3} 34339.86
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 10406.51{col 31}{space 2}  34869.5{col 42}{space 1}    0.30{col 51}{space 3}0.767{col 59}{space 4}-60806.51{col 72}{space 3} 81619.52
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 15849.79{col 31}{space 2} 37411.05{col 42}{space 1}    0.42{col 51}{space 3}0.675{col 59}{space 4}-60553.76{col 72}{space 3} 92253.34
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2}  44170.8{col 31}{space 2} 43406.96{col 42}{space 1}    1.02{col 51}{space 3}0.317{col 59}{space 4}-44478.03{col 72}{space 3} 132819.6
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 43553.29{col 31}{space 2}  34938.6{col 42}{space 1}    1.25{col 51}{space 3}0.222{col 59}{space 4}-27800.84{col 72}{space 3} 114907.4
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 31646.47{col 31}{space 2} 39459.11{col 42}{space 1}    0.80{col 51}{space 3}0.429{col 59}{space 4}-48939.79{col 72}{space 3} 112232.7
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 10195.58{col 31}{space 2} 56088.94{col 42}{space 1}    0.18{col 51}{space 3}0.857{col 59}{space 4}-104353.3{col 72}{space 3} 124744.5
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 33013.18{col 31}{space 2} 47510.68{col 42}{space 1}    0.69{col 51}{space 3}0.492{col 59}{space 4}-64016.56{col 72}{space 3} 130042.9
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 190.2075{col 31}{space 2} 58646.03{col 42}{space 1}    0.00{col 51}{space 3}0.997{col 59}{space 4}  -119581{col 72}{space 3} 119961.4
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 60173.85{col 31}{space 2} 49782.12{col 42}{space 1}    1.21{col 51}{space 3}0.236{col 59}{space 4}-41494.79{col 72}{space 3} 161842.5
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 43400.06{col 31}{space 2} 46748.54{col 42}{space 1}    0.93{col 51}{space 3}0.361{col 59}{space 4}-52073.19{col 72}{space 3} 138873.3
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 83608.37{col 31}{space 2} 44165.25{col 42}{space 1}    1.89{col 51}{space 3}0.068{col 59}{space 4}-6589.102{col 72}{space 3} 173805.9
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 40786.96{col 31}{space 2} 47185.29{col 42}{space 1}    0.86{col 51}{space 3}0.394{col 59}{space 4}-55578.25{col 72}{space 3} 137152.2
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 65610.39{col 31}{space 2} 64089.36{col 42}{space 1}    1.02{col 51}{space 3}0.314{col 59}{space 4}-65277.54{col 72}{space 3} 196498.3
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 39502.19{col 31}{space 2} 68295.98{col 42}{space 1}    0.58{col 51}{space 3}0.567{col 59}{space 4}-99976.81{col 72}{space 3} 178981.2
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2}  52379.9{col 31}{space 2} 73194.41{col 42}{space 1}    0.72{col 51}{space 3}0.480{col 59}{space 4}-97103.03{col 72}{space 3} 201862.8
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 80426.54{col 31}{space 2} 84664.14{col 42}{space 1}    0.95{col 51}{space 3}0.350{col 59}{space 4}-92480.71{col 72}{space 3} 253333.8
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 44057.13{col 31}{space 2} 72434.74{col 42}{space 1}    0.61{col 51}{space 3}0.548{col 59}{space 4}-103874.3{col 72}{space 3} 191988.6
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2} 13150.62{col 31}{space 2}  48524.3{col 42}{space 1}    0.27{col 51}{space 3}0.788{col 59}{space 4}-85949.22{col 72}{space 3} 112250.5
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} 55358.49{col 31}{space 2} 52667.22{col 42}{space 1}    1.05{col 51}{space 3}0.302{col 59}{space 4}-52202.33{col 72}{space 3} 162919.3
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 125779.4{col 31}{space 2} 204982.3{col 42}{space 1}    0.61{col 51}{space 3}0.544{col 59}{space 4}-292850.3{col 72}{space 3} 544409.1
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 357505.34
          {txt}sigma_e {c |} {res} 567151.31
              {txt}rho {c |} {res} .28435686{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3546189{col 39} -3545501{col 50}    28{col 58}  7091058{col 69}  7091350
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.75 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-GOVERNMENT PARTNER/RECIPIENT EFFECT APPEARS SECOND ****
. 
. 
. ** ESTIMATES FOR FIGURE 5A: Q = 0.75 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}  10913.4{col 26}{space 2} 19061.37{col 37}{space 1}    0.57{col 46}{space 3}0.571{col 54}{space 4}-28015.11{col 67}{space 3} 49841.92
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. ** ESTIMATES FOR FIGURE 5B: Q = 0.75 [NON-GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 + zpol2azng*2.501583 - zpolicy2_abszero*1.452532 - zpol2azng*1.519779)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .981804{res}*{res}zpol2azng = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 57142.23{col 26}{space 2} 13539.95{col 37}{space 1}    4.22{col 46}{space 3}0.000{col 54}{space 4} 29489.96{col 67}{space 3}  84794.5
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.   
. * Q = 0.90 [$ 786,330.1: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2azng zmanage2_abszero  ceo privmgt pctagency_packing perc_prof  nongov_recip zloyalty2_abszero   ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), ///
> fe i(subagency) q(90)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0051                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0405                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0016                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.2299                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_90{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} 19710.01{col 31}{space 2} 64729.48{col 42}{space 1}    0.30{col 51}{space 3}0.763{col 59}{space 4}-112485.2{col 72}{space 3} 151905.2
{txt}{space 8}zpol2azng {c |}{col 19}{res}{space 2} 216591.2{col 31}{space 2} 87831.72{col 42}{space 1}    2.47{col 51}{space 3}0.020{col 59}{space 4} 37214.92{col 72}{space 3} 395967.5
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 67832.68{col 31}{space 2} 37861.26{col 42}{space 1}    1.79{col 51}{space 3}0.083{col 59}{space 4} -9490.32{col 72}{space 3} 145155.7
{txt}{space 14}ceo {c |}{col 19}{res}{space 2}-196348.8{col 31}{space 2}   132003{col 42}{space 1}   -1.49{col 51}{space 3}0.147{col 59}{space 4}-465934.9{col 72}{space 3} 73237.28
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-33094.76{col 31}{space 2} 105918.2{col 42}{space 1}   -0.31{col 51}{space 3}0.757{col 59}{space 4}-249408.6{col 72}{space 3} 183219.1
{txt}pctagency_packing {c |}{col 19}{res}{space 2} 7975.813{col 31}{space 2} 6711.103{col 42}{space 1}    1.19{col 51}{space 3}0.244{col 59}{space 4}-5730.087{col 72}{space 3} 21681.71
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} -1489618{col 31}{space 2}  1960962{col 42}{space 1}   -0.76{col 51}{space 3}0.453{col 59}{space 4} -5494438{col 72}{space 3}  2515201
{txt}{space 5}nongov_recip {c |}{col 19}{res}{space 2}-308565.3{col 31}{space 2} 172534.6{col 42}{space 1}   -1.79{col 51}{space 3}0.084{col 59}{space 4}  -660928{col 72}{space 3} 43797.42
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-45777.25{col 31}{space 2} 81782.58{col 42}{space 1}   -0.56{col 51}{space 3}0.580{col 59}{space 4}-212799.6{col 72}{space 3} 121245.1
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2} 53171.94{col 31}{space 2} 141711.8{col 42}{space 1}    0.38{col 51}{space 3}0.710{col 59}{space 4}-236242.2{col 72}{space 3} 342586.1
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 174117.5{col 31}{space 2} 166853.7{col 42}{space 1}    1.04{col 51}{space 3}0.305{col 59}{space 4}-166643.1{col 72}{space 3} 514878.2
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 277787.5{col 31}{space 2}   181972{col 42}{space 1}    1.53{col 51}{space 3}0.137{col 59}{space 4}-93848.78{col 72}{space 3} 649423.8
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 332134.1{col 31}{space 2} 187291.1{col 42}{space 1}    1.77{col 51}{space 3}0.086{col 59}{space 4}-50365.29{col 72}{space 3} 714633.5
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 470478.8{col 31}{space 2} 195934.1{col 42}{space 1}    2.40{col 51}{space 3}0.023{col 59}{space 4} 70327.89{col 72}{space 3} 870629.6
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 557449.8{col 31}{space 2} 173050.9{col 42}{space 1}    3.22{col 51}{space 3}0.003{col 59}{space 4} 204032.7{col 72}{space 3}   910867
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 548623.2{col 31}{space 2} 257364.9{col 42}{space 1}    2.13{col 51}{space 3}0.041{col 59}{space 4} 23014.08{col 72}{space 3}  1074232
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 483438.6{col 31}{space 2} 209663.3{col 42}{space 1}    2.31{col 51}{space 3}0.028{col 59}{space 4} 55249.11{col 72}{space 3} 911628.2
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 346952.7{col 31}{space 2} 196930.8{col 42}{space 1}    1.76{col 51}{space 3}0.088{col 59}{space 4}-55233.63{col 72}{space 3}   749139
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 519289.3{col 31}{space 2} 177359.1{col 42}{space 1}    2.93{col 51}{space 3}0.006{col 59}{space 4} 157073.8{col 72}{space 3} 881504.9
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 410498.7{col 31}{space 2}   186761{col 42}{space 1}    2.20{col 51}{space 3}0.036{col 59}{space 4} 29081.79{col 72}{space 3} 791915.6
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2}   498456{col 31}{space 2} 142468.2{col 42}{space 1}    3.50{col 51}{space 3}0.001{col 59}{space 4} 207497.2{col 72}{space 3} 789414.9
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 328623.5{col 31}{space 2} 188845.4{col 42}{space 1}    1.74{col 51}{space 3}0.092{col 59}{space 4}-57050.21{col 72}{space 3} 714297.1
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 358438.9{col 31}{space 2} 203565.8{col 42}{space 1}    1.76{col 51}{space 3}0.088{col 59}{space 4}   -57298{col 72}{space 3} 774175.8
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 354230.6{col 31}{space 2}   210239{col 42}{space 1}    1.68{col 51}{space 3}0.102{col 59}{space 4}-75134.74{col 72}{space 3}   783596
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 288701.5{col 31}{space 2} 204101.7{col 42}{space 1}    1.41{col 51}{space 3}0.168{col 59}{space 4}-128129.8{col 72}{space 3} 705532.7
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 480784.5{col 31}{space 2} 261506.9{col 42}{space 1}    1.84{col 51}{space 3}0.076{col 59}{space 4}-53283.76{col 72}{space 3}  1014853
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 435828.3{col 31}{space 2} 243470.1{col 42}{space 1}    1.79{col 51}{space 3}0.084{col 59}{space 4}-61403.97{col 72}{space 3} 933060.7
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2} 419660.9{col 31}{space 2} 182042.9{col 42}{space 1}    2.31{col 51}{space 3}0.028{col 59}{space 4} 47879.65{col 72}{space 3} 791442.2
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} 498978.4{col 31}{space 2} 201355.4{col 42}{space 1}    2.48{col 51}{space 3}0.019{col 59}{space 4} 87755.84{col 72}{space 3}   910201
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 603554.9{col 31}{space 2} 659880.9{col 42}{space 1}    0.91{col 51}{space 3}0.368{col 59}{space 4}-744101.6{col 72}{space 3}  1951211
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 1561346.6
          {txt}sigma_e {c |} {res} 2648572.6
              {txt}rho {c |} {res} .25789381{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3918660{col 39} -3918043{col 50}    28{col 58}  7836143{col 69}  7836434
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.90 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-GOVERNMENT PARTNER/RECIPIENT EFFECT APPEARS SECOND ****
. 
. 
. ** ESTIMATES FOR FIGURE 5A: Q = 0.90 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 20212.89{col 26}{space 2} 66380.98{col 37}{space 1}    0.30{col 46}{space 3}0.763{col 54}{space 4}-115355.2{col 67}{space 3} 155780.9
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. ** ESTIMATES FOR FIGURE 5B: Q = 0.90 [NON-GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 + zpol2azng*2.501583 - zpolicy2_abszero*1.452532 - zpol2azng*1.519779)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .981804{res}*{res}zpol2azng = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}   232863{col 26}{space 2} 72334.81{col 37}{space 1}    3.22{col 46}{space 3}0.003{col 54}{space 4} 85135.63{col 67}{space 3} 380590.4
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
.    
.  
. * Q = 0.95 [$ 1,623,405: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2azng zmanage2_abszero  ceo privmgt pctagency_packing perc_prof  nongov_recip zloyalty2_abszero   ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), ///
> fe i(subagency) q(95)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0031                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.1897                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0040                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(27,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.0226                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_95{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2}-65340.81{col 31}{space 2} 147047.9{col 42}{space 1}   -0.44{col 51}{space 3}0.660{col 59}{space 4}-365652.7{col 72}{space 3} 234971.1
{txt}{space 8}zpol2azng {c |}{col 19}{res}{space 2} 394345.9{col 31}{space 2}  99416.5{col 42}{space 1}    3.97{col 51}{space 3}0.000{col 59}{space 4} 191310.4{col 72}{space 3} 597381.5
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 189224.8{col 31}{space 2} 98189.16{col 42}{space 1}    1.93{col 51}{space 3}0.063{col 59}{space 4}-11304.26{col 72}{space 3} 389753.8
{txt}{space 14}ceo {c |}{col 19}{res}{space 2}-301447.6{col 31}{space 2} 377261.5{col 42}{space 1}   -0.80{col 51}{space 3}0.431{col 59}{space 4} -1071918{col 72}{space 3} 469023.3
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2} 23223.39{col 31}{space 2} 309791.8{col 42}{space 1}    0.07{col 51}{space 3}0.941{col 59}{space 4}-609455.9{col 72}{space 3} 655902.7
{txt}pctagency_packing {c |}{col 19}{res}{space 2} 15294.41{col 31}{space 2} 20632.67{col 42}{space 1}    0.74{col 51}{space 3}0.464{col 59}{space 4}-26843.12{col 72}{space 3} 57431.94
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} -1113758{col 31}{space 2}  4483191{col 42}{space 1}   -0.25{col 51}{space 3}0.805{col 59}{space 4}-1.03e+07{col 72}{space 3}  8042140
{txt}{space 5}nongov_recip {c |}{col 19}{res}{space 2}-532448.4{col 31}{space 2} 303482.9{col 42}{space 1}   -1.75{col 51}{space 3}0.090{col 59}{space 4} -1152243{col 72}{space 3} 87346.37
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-187314.7{col 31}{space 2} 198501.8{col 42}{space 1}   -0.94{col 51}{space 3}0.353{col 59}{space 4}-592709.6{col 72}{space 3} 218080.1
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2} 37723.09{col 31}{space 2} 273358.2{col 42}{space 1}    0.14{col 51}{space 3}0.891{col 59}{space 4}-520548.8{col 72}{space 3} 595994.9
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 397190.5{col 31}{space 2} 290437.5{col 42}{space 1}    1.37{col 51}{space 3}0.182{col 59}{space 4}  -195962{col 72}{space 3} 990342.9
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 582219.1{col 31}{space 2} 428395.2{col 42}{space 1}    1.36{col 51}{space 3}0.184{col 59}{space 4}-292680.6{col 72}{space 3}  1457119
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2}   859755{col 31}{space 2} 376789.9{col 42}{space 1}    2.28{col 51}{space 3}0.030{col 59}{space 4} 90247.44{col 72}{space 3}  1629263
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 984441.9{col 31}{space 2} 369563.1{col 42}{space 1}    2.66{col 51}{space 3}0.012{col 59}{space 4} 229693.3{col 72}{space 3}  1739190
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2}  1326984{col 31}{space 2} 378078.8{col 42}{space 1}    3.51{col 51}{space 3}0.001{col 59}{space 4} 554843.6{col 72}{space 3}  2099124
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2}  1381836{col 31}{space 2}   612696{col 42}{space 1}    2.26{col 51}{space 3}0.032{col 59}{space 4} 130544.2{col 72}{space 3}  2633128
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2}  1024600{col 31}{space 2} 367608.8{col 42}{space 1}    2.79{col 51}{space 3}0.009{col 59}{space 4} 273842.4{col 72}{space 3}  1775357
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 655109.3{col 31}{space 2} 338555.5{col 42}{space 1}    1.94{col 51}{space 3}0.062{col 59}{space 4}-36313.36{col 72}{space 3}  1346532
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 970282.2{col 31}{space 2} 322752.5{col 42}{space 1}    3.01{col 51}{space 3}0.005{col 59}{space 4} 311133.7{col 72}{space 3}  1629431
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 901872.6{col 31}{space 2} 336858.3{col 42}{space 1}    2.68{col 51}{space 3}0.012{col 59}{space 4}   213916{col 72}{space 3}  1589829
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 911910.5{col 31}{space 2} 305838.6{col 42}{space 1}    2.98{col 51}{space 3}0.006{col 59}{space 4} 287304.8{col 72}{space 3}  1536516
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 526630.6{col 31}{space 2} 432369.3{col 42}{space 1}    1.22{col 51}{space 3}0.233{col 59}{space 4}-356385.4{col 72}{space 3}  1409647
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2}   710178{col 31}{space 2} 379195.6{col 42}{space 1}    1.87{col 51}{space 3}0.071{col 59}{space 4}-64242.77{col 72}{space 3}  1484599
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 707406.4{col 31}{space 2} 403072.9{col 42}{space 1}    1.76{col 51}{space 3}0.089{col 59}{space 4}-115778.3{col 72}{space 3}  1530591
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 552089.9{col 31}{space 2}   409359{col 42}{space 1}    1.35{col 51}{space 3}0.188{col 59}{space 4}-283932.7{col 72}{space 3}  1388112
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2}   864881{col 31}{space 2} 489323.2{col 42}{space 1}    1.77{col 51}{space 3}0.087{col 59}{space 4}-134450.2{col 72}{space 3}  1864212
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2}   751354{col 31}{space 2} 467018.9{col 42}{space 1}    1.61{col 51}{space 3}0.118{col 59}{space 4}-202425.8{col 72}{space 3}  1705134
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2} 736300.2{col 31}{space 2} 335638.4{col 42}{space 1}    2.19{col 51}{space 3}0.036{col 59}{space 4} 50835.12{col 72}{space 3}  1421765
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} 729870.3{col 31}{space 2} 371083.2{col 42}{space 1}    1.97{col 51}{space 3}0.059{col 59}{space 4}-27982.63{col 72}{space 3}  1487723
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}  1072963{col 31}{space 2}  1360994{col 42}{space 1}    0.79{col 51}{space 3}0.437{col 59}{space 4} -1706557{col 72}{space 3}  3852483
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 4716528.9
          {txt}sigma_e {c |} {res} 6782330.9
              {txt}rho {c |} {res} .32596426{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -4145718{col 39} -4145342{col 50}    27{col 58}  8290738{col 69}  8291019
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.95 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-GOVERNMENT PARTNER/RECIPIENT EFFECT APPEARS SECOND ****
. 
. 
. ** ESTIMATES FOR FIGURE 5A: Q = 0.95 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_95{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-67007.92{col 26}{space 2} 150799.7{col 37}{space 1}   -0.44{col 46}{space 3}0.660{col 54}{space 4}  -374982{col 67}{space 3} 240966.1
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. ** ESTIMATES FOR FIGURE 5B: Q = 0.95 [NON-GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 + zpol2azng*2.501583 - zpolicy2_abszero*1.452532 - zpol2azng*1.519779)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .981804{res}*{res}zpol2azng = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_95{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 320162.5{col 26}{space 2} 125318.7{col 37}{space 1}    2.55{col 46}{space 3}0.016{col 54}{space 4} 64227.53{col 67}{space 3} 576097.5
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
. 
. ** FOR REGRESSION COMPARISON PURPOSES ONLY **   
.  
. * E [LN (Y)] LOGGED TRANSFORMED CONDITIONAL MEAN [OLS]: [UNTRANSFORMED: $ 408,215; LOGGED TRANSFORMED CONVERSION: $ 61,101: N = 241,730] *
. regress ln_fed_funding  zpolicy2_abszero zpol2azng zmanage2_abszero  ceo privmgt  pctagency_packing perc_prof  nongov_recip zloyalty2_abszero   ///
> i.subagency year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 ///
> year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), vce(cluster subagency) 

{txt}Linear regression                               Number of obs     = {res}   241,730
                                                {txt}{help j_robustsingular:F(26, 30) }        =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2631
                                                {txt}Root MSE          =    {res} 1.7705

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}   ln_fed_funding{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} .0277009{col 31}{space 2} .0704761{col 42}{space 1}    0.39{col 51}{space 3}0.697{col 59}{space 4}-.1162305{col 72}{space 3} .1716323
{txt}{space 8}zpol2azng {c |}{col 19}{res}{space 2} .4831632{col 31}{space 2} .1797167{col 42}{space 1}    2.69{col 51}{space 3}0.012{col 59}{space 4} .1161327{col 72}{space 3} .8501936
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} .0636087{col 31}{space 2} .0528738{col 42}{space 1}    1.20{col 51}{space 3}0.238{col 59}{space 4}-.0443739{col 72}{space 3} .1715914
{txt}{space 14}ceo {c |}{col 19}{res}{space 2}  .090794{col 31}{space 2} .0870866{col 42}{space 1}    1.04{col 51}{space 3}0.305{col 59}{space 4}-.0870606{col 72}{space 3} .2686485
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-.4418974{col 31}{space 2} .1717875{col 42}{space 1}   -2.57{col 51}{space 3}0.015{col 59}{space 4}-.7927344{col 72}{space 3}-.0910605
{txt}pctagency_packing {c |}{col 19}{res}{space 2}-.0016409{col 31}{space 2} .0090423{col 42}{space 1}   -0.18{col 51}{space 3}0.857{col 59}{space 4}-.0201078{col 72}{space 3} .0168259
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} .5613499{col 31}{space 2} 2.290541{col 42}{space 1}    0.25{col 51}{space 3}0.808{col 59}{space 4}-4.116558{col 72}{space 3} 5.239258
{txt}{space 5}nongov_recip {c |}{col 19}{res}{space 2}-1.284611{col 31}{space 2}  .584041{col 42}{space 1}   -2.20{col 51}{space 3}0.036{col 59}{space 4}-2.477382{col 72}{space 3}-.0918406
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-.0775484{col 31}{space 2} .1092596{col 42}{space 1}   -0.71{col 51}{space 3}0.483{col 59}{space 4}-.3006863{col 72}{space 3} .1455896
{txt}{space 17} {c |}
{space 8}subagency {c |}
{space 15}2  {c |}{col 19}{res}{space 2} 2.153267{col 31}{space 2} .2011658{col 42}{space 1}   10.70{col 51}{space 3}0.000{col 59}{space 4} 1.742431{col 72}{space 3} 2.564102
{txt}{space 15}3  {c |}{col 19}{res}{space 2} 2.299383{col 31}{space 2} .1661854{col 42}{space 1}   13.84{col 51}{space 3}0.000{col 59}{space 4} 1.959987{col 72}{space 3} 2.638778
{txt}{space 15}4  {c |}{col 19}{res}{space 2} 2.100636{col 31}{space 2} .4344018{col 42}{space 1}    4.84{col 51}{space 3}0.000{col 59}{space 4} 1.213469{col 72}{space 3} 2.987803
{txt}{space 15}5  {c |}{col 19}{res}{space 2} 1.694841{col 31}{space 2} .5815488{col 42}{space 1}    2.91{col 51}{space 3}0.007{col 59}{space 4} .5071599{col 72}{space 3} 2.882522
{txt}{space 15}6  {c |}{col 19}{res}{space 2} 1.839656{col 31}{space 2}  .384002{col 42}{space 1}    4.79{col 51}{space 3}0.000{col 59}{space 4} 1.055419{col 72}{space 3} 2.623892
{txt}{space 15}7  {c |}{col 19}{res}{space 2} 2.984576{col 31}{space 2} .2532636{col 42}{space 1}   11.78{col 51}{space 3}0.000{col 59}{space 4} 2.467343{col 72}{space 3} 3.501809
{txt}{space 15}8  {c |}{col 19}{res}{space 2} 2.219765{col 31}{space 2} .3405503{col 42}{space 1}    6.52{col 51}{space 3}0.000{col 59}{space 4} 1.524269{col 72}{space 3} 2.915262
{txt}{space 15}9  {c |}{col 19}{res}{space 2} 2.198819{col 31}{space 2} .5544739{col 42}{space 1}    3.97{col 51}{space 3}0.000{col 59}{space 4} 1.066433{col 72}{space 3} 3.331206
{txt}{space 14}11  {c |}{col 19}{res}{space 2} 1.337693{col 31}{space 2} .6329184{col 42}{space 1}    2.11{col 51}{space 3}0.043{col 59}{space 4} .0451007{col 72}{space 3} 2.630284
{txt}{space 14}12  {c |}{col 19}{res}{space 2} 2.933081{col 31}{space 2} .3916504{col 42}{space 1}    7.49{col 51}{space 3}0.000{col 59}{space 4} 2.133224{col 72}{space 3} 3.732938
{txt}{space 14}13  {c |}{col 19}{res}{space 2} .1506906{col 31}{space 2} .1991203{col 42}{space 1}    0.76{col 51}{space 3}0.455{col 59}{space 4}-.2559673{col 72}{space 3} .5573485
{txt}{space 14}14  {c |}{col 19}{res}{space 2} 2.334325{col 31}{space 2} .4166286{col 42}{space 1}    5.60{col 51}{space 3}0.000{col 59}{space 4} 1.483456{col 72}{space 3} 3.185194
{txt}{space 14}15  {c |}{col 19}{res}{space 2} 1.910272{col 31}{space 2}  .208285{col 42}{space 1}    9.17{col 51}{space 3}0.000{col 59}{space 4} 1.484897{col 72}{space 3} 2.335647
{txt}{space 14}16  {c |}{col 19}{res}{space 2} 3.651358{col 31}{space 2} .2029151{col 42}{space 1}   17.99{col 51}{space 3}0.000{col 59}{space 4}  3.23695{col 72}{space 3} 4.065766
{txt}{space 14}17  {c |}{col 19}{res}{space 2} 2.417834{col 31}{space 2} .3745052{col 42}{space 1}    6.46{col 51}{space 3}0.000{col 59}{space 4} 1.652992{col 72}{space 3} 3.182675
{txt}{space 14}18  {c |}{col 19}{res}{space 2}-.5372335{col 31}{space 2} .4954908{col 42}{space 1}   -1.08{col 51}{space 3}0.287{col 59}{space 4}-1.549161{col 72}{space 3} .4746936
{txt}{space 14}21  {c |}{col 19}{res}{space 2} 1.583552{col 31}{space 2} .5564054{col 42}{space 1}    2.85{col 51}{space 3}0.008{col 59}{space 4} .4472211{col 72}{space 3} 2.719884
{txt}{space 14}22  {c |}{col 19}{res}{space 2} .8898917{col 31}{space 2} .6318298{col 42}{space 1}    1.41{col 51}{space 3}0.169{col 59}{space 4}-.4004768{col 72}{space 3}  2.18026
{txt}{space 14}24  {c |}{col 19}{res}{space 2} .8400141{col 31}{space 2} .8929214{col 42}{space 1}    0.94{col 51}{space 3}0.354{col 59}{space 4}-.9835746{col 72}{space 3} 2.663603
{txt}{space 14}25  {c |}{col 19}{res}{space 2} 2.566668{col 31}{space 2}  .422192{col 42}{space 1}    6.08{col 51}{space 3}0.000{col 59}{space 4} 1.704436{col 72}{space 3} 3.428899
{txt}{space 14}26  {c |}{col 19}{res}{space 2} 2.756764{col 31}{space 2} .6018495{col 42}{space 1}    4.58{col 51}{space 3}0.000{col 59}{space 4} 1.527623{col 72}{space 3} 3.985904
{txt}{space 14}28  {c |}{col 19}{res}{space 2} 4.851891{col 31}{space 2}   .32519{col 42}{space 1}   14.92{col 51}{space 3}0.000{col 59}{space 4} 4.187765{col 72}{space 3} 5.516018
{txt}{space 14}45  {c |}{col 19}{res}{space 2}-1.682912{col 31}{space 2} .8964635{col 42}{space 1}   -1.88{col 51}{space 3}0.070{col 59}{space 4}-3.513734{col 72}{space 3}  .147911
{txt}{space 14}55  {c |}{col 19}{res}{space 2} 1.061965{col 31}{space 2} .5231115{col 42}{space 1}    2.03{col 51}{space 3}0.051{col 59}{space 4}-.0063711{col 72}{space 3} 2.130301
{txt}{space 14}56  {c |}{col 19}{res}{space 2}-2.303849{col 31}{space 2} .5425147{col 42}{space 1}   -4.25{col 51}{space 3}0.000{col 59}{space 4}-3.411812{col 72}{space 3}-1.195886
{txt}{space 14}57  {c |}{col 19}{res}{space 2}  2.01881{col 31}{space 2} .2594952{col 42}{space 1}    7.78{col 51}{space 3}0.000{col 59}{space 4}  1.48885{col 72}{space 3} 2.548769
{txt}{space 14}59  {c |}{col 19}{res}{space 2} 1.933965{col 31}{space 2} .6948005{col 42}{space 1}    2.78{col 51}{space 3}0.009{col 59}{space 4}  .514993{col 72}{space 3} 3.352937
{txt}{space 14}60  {c |}{col 19}{res}{space 2} 1.915582{col 31}{space 2} .5887242{col 42}{space 1}    3.25{col 51}{space 3}0.003{col 59}{space 4}  .713247{col 72}{space 3} 3.117917
{txt}{space 14}63  {c |}{col 19}{res}{space 2} 2.045854{col 31}{space 2} .5726065{col 42}{space 1}    3.57{col 51}{space 3}0.001{col 59}{space 4} .8764356{col 72}{space 3} 3.215273
{txt}{space 14}71  {c |}{col 19}{res}{space 2}-.3548397{col 31}{space 2} .4915041{col 42}{space 1}   -0.72{col 51}{space 3}0.476{col 59}{space 4}-1.358625{col 72}{space 3} .6489456
{txt}{space 17} {c |}
{space 10}year_89 {c |}{col 19}{res}{space 2} .0589923{col 31}{space 2} .1117496{col 42}{space 1}    0.53{col 51}{space 3}0.601{col 59}{space 4}-.1692308{col 72}{space 3} .2872154
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} .2067576{col 31}{space 2} .1155828{col 42}{space 1}    1.79{col 51}{space 3}0.084{col 59}{space 4} -.029294{col 72}{space 3} .4428091
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} .3153997{col 31}{space 2} .1724346{col 42}{space 1}    1.83{col 51}{space 3}0.077{col 59}{space 4}-.0367587{col 72}{space 3}  .667558
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} .2961764{col 31}{space 2}  .165413{col 42}{space 1}    1.79{col 51}{space 3}0.083{col 59}{space 4} -.041642{col 72}{space 3} .6339947
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} .2331342{col 31}{space 2} .1676929{col 42}{space 1}    1.39{col 51}{space 3}0.175{col 59}{space 4}-.1093404{col 72}{space 3} .5756088
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2}  .310737{col 31}{space 2} .1722335{col 42}{space 1}    1.80{col 51}{space 3}0.081{col 59}{space 4}-.0410106{col 72}{space 3} .6624847
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} .1871964{col 31}{space 2} .1806938{col 42}{space 1}    1.04{col 51}{space 3}0.308{col 59}{space 4}-.1818297{col 72}{space 3} .5562224
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2}  .289827{col 31}{space 2} .1546383{col 42}{space 1}    1.87{col 51}{space 3}0.071{col 59}{space 4}-.0259866{col 72}{space 3} .6056406
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} .2637593{col 31}{space 2} .2021346{col 42}{space 1}    1.30{col 51}{space 3}0.202{col 59}{space 4}-.1490546{col 72}{space 3} .6765731
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} .3950396{col 31}{space 2} .1840036{col 42}{space 1}    2.15{col 51}{space 3}0.040{col 59}{space 4} .0192542{col 72}{space 3} .7708251
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} .3342115{col 31}{space 2} .1424823{col 42}{space 1}    2.35{col 51}{space 3}0.026{col 59}{space 4} .0432237{col 72}{space 3} .6251993
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} .4093944{col 31}{space 2} .2150138{col 42}{space 1}    1.90{col 51}{space 3}0.067{col 59}{space 4}-.0297224{col 72}{space 3} .8485113
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} .2071694{col 31}{space 2} .2270428{col 42}{space 1}    0.91{col 51}{space 3}0.369{col 59}{space 4}-.2565139{col 72}{space 3} .6708527
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} .3882368{col 31}{space 2} .2601947{col 42}{space 1}    1.49{col 51}{space 3}0.146{col 59}{space 4}-.1431518{col 72}{space 3} .9196254
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} .4141347{col 31}{space 2} .2687383{col 42}{space 1}    1.54{col 51}{space 3}0.134{col 59}{space 4}-.1347022{col 72}{space 3} .9629716
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} .3722835{col 31}{space 2} .3001237{col 42}{space 1}    1.24{col 51}{space 3}0.224{col 59}{space 4}-.2406509{col 72}{space 3}  .985218
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} .4898315{col 31}{space 2} .3585143{col 42}{space 1}    1.37{col 51}{space 3}0.182{col 59}{space 4}-.2423524{col 72}{space 3} 1.222015
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} .3550223{col 31}{space 2} .3242298{col 42}{space 1}    1.09{col 51}{space 3}0.282{col 59}{space 4}-.3071434{col 72}{space 3} 1.017188
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2}-.0922636{col 31}{space 2}  .207732{col 42}{space 1}   -0.44{col 51}{space 3}0.660{col 59}{space 4} -.516509{col 72}{space 3} .3319817
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} .0687314{col 31}{space 2}  .166742{col 42}{space 1}    0.41{col 51}{space 3}0.683{col 59}{space 4}-.2718012{col 72}{space 3} .4092639
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 9.995138{col 31}{space 2} .9099676{col 42}{space 1}   10.98{col 51}{space 3}0.000{col 59}{space 4} 8.136737{col 72}{space 3} 11.85354
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28}-517961.1{col 39}-481060.6{col 50}    27{col 58} 962175.3{col 69}   962456
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. 
. 
. 
. 
.  
. *** I. MODEL 1.3: PROGRAM, SUBAGENCY, AND TIME FEs [WITH PROGRAM-CLUSTERED STANDARD ERRORS]: INTERACTIONS BETWEEN POLICY EXPERTISE ///
> ***               & NON-PROFIT AND PRVATE SECTOR RECIPIENTS ***
. 
. 
. 
. **** EVALUATE VARYING $-VALUED COOPERATIVE AGREEMENTS AT CONDITIONAL QUANTILES *****
. 
. 
. 
. ** UNCONDITIONAL QUANTILE FIXED EFFECTS MODEL [Q = 0.05, 0.10, 0.25, 0.50, 0.75, 0.90, 0.95] **
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. 
. 
. * Q = 0.05 [$ 2,126.956: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof  nonprofit_recip private_recip zloyalty2_abszero  ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), ///
> fe i(subagency) q(05)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.1153                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0297                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.1212                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.1493                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}            rif_5{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} 995.5287{col 31}{space 2} 833.5873{col 42}{space 1}    1.19{col 51}{space 3}0.242{col 59}{space 4}-706.8837{col 72}{space 3} 2697.941
{txt}{space 8}zpol2aznp {c |}{col 19}{res}{space 2} 1477.093{col 31}{space 2}  426.606{col 42}{space 1}    3.46{col 51}{space 3}0.002{col 59}{space 4} 605.8473{col 72}{space 3} 2348.339
{txt}{space 6}zpol2azpriv {c |}{col 19}{res}{space 2} 13317.13{col 31}{space 2} 5058.073{col 42}{space 1}    2.63{col 51}{space 3}0.013{col 59}{space 4} 2987.163{col 72}{space 3} 23647.09
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 853.5972{col 31}{space 2} 696.7441{col 42}{space 1}    1.23{col 51}{space 3}0.230{col 59}{space 4} -569.344{col 72}{space 3} 2276.538
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} 3322.385{col 31}{space 2} 1336.316{col 42}{space 1}    2.49{col 51}{space 3}0.019{col 59}{space 4} 593.2631{col 72}{space 3} 6051.508
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-7115.152{col 31}{space 2} 1969.042{col 42}{space 1}   -3.61{col 51}{space 3}0.001{col 59}{space 4}-11136.47{col 72}{space 3}-3093.832
{txt}pctagency_packing {c |}{col 19}{res}{space 2}-101.5007{col 31}{space 2} 92.96942{col 42}{space 1}   -1.09{col 51}{space 3}0.284{col 59}{space 4}-291.3696{col 72}{space 3} 88.36821
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} 10224.54{col 31}{space 2} 20474.08{col 42}{space 1}    0.50{col 51}{space 3}0.621{col 59}{space 4}-31589.12{col 72}{space 3}  52038.2
{txt}{space 2}nonprofit_recip {c |}{col 19}{res}{space 2} -5137.01{col 31}{space 2} 1651.223{col 42}{space 1}   -3.11{col 51}{space 3}0.004{col 59}{space 4}-8509.256{col 72}{space 3}-1764.763
{txt}{space 4}private_recip {c |}{col 19}{res}{space 2}-43011.34{col 31}{space 2} 19099.29{col 42}{space 1}   -2.25{col 51}{space 3}0.032{col 59}{space 4} -82017.3{col 72}{space 3}-4005.382
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2} 264.0957{col 31}{space 2} 625.1102{col 42}{space 1}    0.42{col 51}{space 3}0.676{col 59}{space 4} -1012.55{col 72}{space 3} 1540.741
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2} 188.4395{col 31}{space 2} 2314.182{col 42}{space 1}    0.08{col 51}{space 3}0.936{col 59}{space 4}-4537.751{col 72}{space 3}  4914.63
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 1919.493{col 31}{space 2} 2186.471{col 42}{space 1}    0.88{col 51}{space 3}0.387{col 59}{space 4}-2545.877{col 72}{space 3} 6384.862
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 2459.677{col 31}{space 2} 1721.443{col 42}{space 1}    1.43{col 51}{space 3}0.163{col 59}{space 4}-1055.979{col 72}{space 3} 5975.332
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 2204.036{col 31}{space 2} 1579.891{col 42}{space 1}    1.40{col 51}{space 3}0.173{col 59}{space 4}-1022.531{col 72}{space 3} 5430.603
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2}  22.1693{col 31}{space 2}  1903.23{col 42}{space 1}    0.01{col 51}{space 3}0.991{col 59}{space 4}-3864.745{col 72}{space 3} 3909.084
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2}  922.712{col 31}{space 2}   2127.8{col 42}{space 1}    0.43{col 51}{space 3}0.668{col 59}{space 4}-3422.835{col 72}{space 3} 5268.259
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2}-757.6629{col 31}{space 2} 2214.027{col 42}{space 1}   -0.34{col 51}{space 3}0.735{col 59}{space 4} -5279.31{col 72}{space 3} 3763.984
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 1144.709{col 31}{space 2} 2100.267{col 42}{space 1}    0.55{col 51}{space 3}0.590{col 59}{space 4}-3144.608{col 72}{space 3} 5434.026
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 1599.302{col 31}{space 2} 1912.559{col 42}{space 1}    0.84{col 51}{space 3}0.410{col 59}{space 4}-2306.663{col 72}{space 3} 5505.268
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 357.9632{col 31}{space 2} 1993.222{col 42}{space 1}    0.18{col 51}{space 3}0.859{col 59}{space 4}-3712.738{col 72}{space 3} 4428.665
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 605.3054{col 31}{space 2} 2011.835{col 42}{space 1}    0.30{col 51}{space 3}0.766{col 59}{space 4} -3503.41{col 72}{space 3} 4714.021
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 2143.278{col 31}{space 2} 1977.752{col 42}{space 1}    1.08{col 51}{space 3}0.287{col 59}{space 4}-1895.829{col 72}{space 3} 6182.386
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2}-62.67994{col 31}{space 2} 1957.809{col 42}{space 1}   -0.03{col 51}{space 3}0.975{col 59}{space 4}-4061.058{col 72}{space 3} 3935.698
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 2591.362{col 31}{space 2} 1951.846{col 42}{space 1}    1.33{col 51}{space 3}0.194{col 59}{space 4} -1394.84{col 72}{space 3} 6577.563
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 2594.408{col 31}{space 2} 1829.475{col 42}{space 1}    1.42{col 51}{space 3}0.166{col 59}{space 4}-1141.879{col 72}{space 3} 6330.694
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 2126.072{col 31}{space 2} 1937.121{col 42}{space 1}    1.10{col 51}{space 3}0.281{col 59}{space 4}-1830.058{col 72}{space 3} 6082.202
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2}  2188.93{col 31}{space 2} 2338.925{col 42}{space 1}    0.94{col 51}{space 3}0.357{col 59}{space 4}-2587.792{col 72}{space 3} 6965.652
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2}  1227.62{col 31}{space 2}  2618.52{col 42}{space 1}    0.47{col 51}{space 3}0.643{col 59}{space 4} -4120.11{col 72}{space 3} 6575.351
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2}-6431.393{col 31}{space 2} 3520.757{col 42}{space 1}   -1.83{col 51}{space 3}0.078{col 59}{space 4}-13621.74{col 72}{space 3} 758.9527
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2}-4477.794{col 31}{space 2} 2616.838{col 42}{space 1}   -1.71{col 51}{space 3}0.097{col 59}{space 4}-9822.091{col 72}{space 3} 866.5025
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 3509.179{col 31}{space 2} 8180.441{col 42}{space 1}    0.43{col 51}{space 3}0.671{col 59}{space 4}-13197.51{col 72}{space 3} 20215.87
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 10892.331
          {txt}sigma_e {c |} {res} 25474.715
              {txt}rho {c |} {res} .15456261{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2810229{col 39} -2795427{col 50}    28{col 58}  5590909{col 69}  5591200
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.05 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-PROFIT PARTNER/RECIPIENT EFFECT APPEARS SECOND, ///
> ****      THE PRIVATE PARTNER/RECIPIENT APPEARS THIRD 
. 
. 
. ** ESTIMATES FOR FIGURE 6A: Q = 0.05 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_5{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 1020.929{col 26}{space 2} 854.8554{col 37}{space 1}    1.19{col 46}{space 3}0.242{col 54}{space 4}-724.9191{col 67}{space 3} 2766.776
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6B: Q = 0.05 [NON-PROFIT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2aznp*2.320016 - zpolicy2_abszero*1.452532 - zpol2aznp*1.718157)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .601859{res}*{res}zpol2aznp = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_5{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}  1909.93{col 26}{space 2} 859.7652{col 37}{space 1}    2.22{col 46}{space 3}0.034{col 54}{space 4} 154.0555{col 67}{space 3} 3665.805
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6C: Q = 0.05 [PRIVATE PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2azpriv*2.807556 - zpolicy2_abszero*1.452532 - zpol2azpriv*1.116298)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + 1.691258{res}*{res}zpol2azpriv = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_5{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 23543.63{col 26}{space 2}  7969.07{col 37}{space 1}    2.95{col 46}{space 3}0.006{col 54}{space 4} 7268.613{col 67}{space 3} 39818.64
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.  
. * Q = 0.10 [$ 5,249.512: N = 241,730] *
. xtrifreg fed_funding    zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof  nonprofit_recip private_recip zloyalty2_abszero  ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), ///
> fe i(subagency) q(10)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0976                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0763                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0951                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.1188                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_10{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} 358.7716{col 31}{space 2} 864.1211{col 42}{space 1}    0.42{col 51}{space 3}0.681{col 59}{space 4}-1405.999{col 72}{space 3} 2123.542
{txt}{space 8}zpol2aznp {c |}{col 19}{res}{space 2} 2126.964{col 31}{space 2} 732.2467{col 42}{space 1}    2.90{col 51}{space 3}0.007{col 59}{space 4} 631.5166{col 72}{space 3} 3622.411
{txt}{space 6}zpol2azpriv {c |}{col 19}{res}{space 2} 15429.88{col 31}{space 2} 4945.069{col 42}{space 1}    3.12{col 51}{space 3}0.004{col 59}{space 4} 5330.707{col 72}{space 3} 25529.06
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 955.3368{col 31}{space 2} 733.6168{col 42}{space 1}    1.30{col 51}{space 3}0.203{col 59}{space 4}-542.9087{col 72}{space 3} 2453.582
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} 3351.347{col 31}{space 2}  1470.16{col 42}{space 1}    2.28{col 51}{space 3}0.030{col 59}{space 4} 348.8803{col 72}{space 3} 6353.814
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-7892.496{col 31}{space 2} 2274.945{col 42}{space 1}   -3.47{col 51}{space 3}0.002{col 59}{space 4}-12538.55{col 72}{space 3}-3246.438
{txt}pctagency_packing {c |}{col 19}{res}{space 2} -118.673{col 31}{space 2}  132.567{col 42}{space 1}   -0.90{col 51}{space 3}0.378{col 59}{space 4}-389.4108{col 72}{space 3} 152.0649
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2}-1729.781{col 31}{space 2}  27845.8{col 42}{space 1}   -0.06{col 51}{space 3}0.951{col 59}{space 4}-58598.48{col 72}{space 3} 55138.92
{txt}{space 2}nonprofit_recip {c |}{col 19}{res}{space 2}-6520.173{col 31}{space 2} 2760.587{col 42}{space 1}   -2.36{col 51}{space 3}0.025{col 59}{space 4}-12158.04{col 72}{space 3}-882.3023
{txt}{space 4}private_recip {c |}{col 19}{res}{space 2}-49960.09{col 31}{space 2} 19472.02{col 42}{space 1}   -2.57{col 51}{space 3}0.016{col 59}{space 4}-89727.26{col 72}{space 3}-10192.93
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2} 147.7438{col 31}{space 2} 838.2996{col 42}{space 1}    0.18{col 51}{space 3}0.861{col 59}{space 4}-1564.292{col 72}{space 3}  1859.78
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2} 1991.645{col 31}{space 2} 2111.425{col 42}{space 1}    0.94{col 51}{space 3}0.353{col 59}{space 4}-2320.461{col 72}{space 3} 6303.751
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 4176.328{col 31}{space 2} 2230.768{col 42}{space 1}    1.87{col 51}{space 3}0.071{col 59}{space 4}-379.5084{col 72}{space 3} 8732.164
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 4946.773{col 31}{space 2} 2575.192{col 42}{space 1}    1.92{col 51}{space 3}0.064{col 59}{space 4}-312.4715{col 72}{space 3} 10206.02
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 5385.306{col 31}{space 2} 2033.985{col 42}{space 1}    2.65{col 51}{space 3}0.013{col 59}{space 4} 1231.354{col 72}{space 3} 9539.259
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 2434.731{col 31}{space 2} 2440.165{col 42}{space 1}    1.00{col 51}{space 3}0.326{col 59}{space 4}-2548.751{col 72}{space 3} 7418.213
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 3569.358{col 31}{space 2} 2703.999{col 42}{space 1}    1.32{col 51}{space 3}0.197{col 59}{space 4}-1952.943{col 72}{space 3}  9091.66
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 1656.593{col 31}{space 2} 2599.682{col 42}{space 1}    0.64{col 51}{space 3}0.529{col 59}{space 4}-3652.665{col 72}{space 3} 6965.852
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 2751.617{col 31}{space 2} 2780.583{col 42}{space 1}    0.99{col 51}{space 3}0.330{col 59}{space 4}-2927.091{col 72}{space 3} 8430.325
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 3778.777{col 31}{space 2} 2694.046{col 42}{space 1}    1.40{col 51}{space 3}0.171{col 59}{space 4}-1723.199{col 72}{space 3} 9280.752
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 3258.715{col 31}{space 2}  2438.95{col 42}{space 1}    1.34{col 51}{space 3}0.192{col 59}{space 4}-1722.287{col 72}{space 3} 8239.716
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 2999.293{col 31}{space 2} 2280.544{col 42}{space 1}    1.32{col 51}{space 3}0.198{col 59}{space 4}-1658.199{col 72}{space 3} 7656.785
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 4441.261{col 31}{space 2} 2623.596{col 42}{space 1}    1.69{col 51}{space 3}0.101{col 59}{space 4}-916.8376{col 72}{space 3} 9799.359
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 2655.145{col 31}{space 2} 2758.684{col 42}{space 1}    0.96{col 51}{space 3}0.344{col 59}{space 4}-2978.839{col 72}{space 3}  8289.13
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 5605.494{col 31}{space 2} 2788.387{col 42}{space 1}    2.01{col 51}{space 3}0.053{col 59}{space 4}-89.15294{col 72}{space 3} 11300.14
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2}  5740.57{col 31}{space 2} 2715.615{col 42}{space 1}    2.11{col 51}{space 3}0.043{col 59}{space 4} 194.5443{col 72}{space 3} 11286.59
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 5156.347{col 31}{space 2} 3110.884{col 42}{space 1}    1.66{col 51}{space 3}0.108{col 59}{space 4}-1196.926{col 72}{space 3} 11509.62
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 5332.311{col 31}{space 2} 3723.157{col 42}{space 1}    1.43{col 51}{space 3}0.162{col 59}{space 4}-2271.391{col 72}{space 3} 12936.01
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 5078.338{col 31}{space 2} 3661.699{col 42}{space 1}    1.39{col 51}{space 3}0.176{col 59}{space 4}-2399.849{col 72}{space 3} 12556.53
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2}-3967.799{col 31}{space 2} 3375.866{col 42}{space 1}   -1.18{col 51}{space 3}0.249{col 59}{space 4}-10862.24{col 72}{space 3} 2926.639
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2}-2329.276{col 31}{space 2} 3020.465{col 42}{space 1}   -0.77{col 51}{space 3}0.447{col 59}{space 4}-8497.887{col 72}{space 3} 3839.336
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 10559.29{col 31}{space 2} 10025.15{col 42}{space 1}    1.05{col 51}{space 3}0.301{col 59}{space 4}-9914.796{col 72}{space 3} 31033.38
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 27278.153
          {txt}sigma_e {c |} {res} 31625.799
              {txt}rho {c |} {res} .42659085{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2860117{col 39} -2847710{col 50}    27{col 58}  5695473{col 69}  5695754
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.10 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-PROFIT PARTNER/RECIPIENT EFFECT APPEARS SECOND, ///
> ****      THE PRIVATE PARTNER/RECIPIENT APPEARS THIRD 
. 
. 
. ** ESTIMATES FOR FIGURE 6A: Q = 0.10 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 367.9253{col 26}{space 2} 886.1683{col 37}{space 1}    0.42{col 46}{space 3}0.681{col 54}{space 4}-1441.872{col 67}{space 3} 2177.722
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6B: Q = 0.10 [NON-PROFIT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2aznp*2.320016 - zpolicy2_abszero*1.452532 - zpol2aznp*1.718157)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .601859{res}*{res}zpol2aznp = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 1648.058{col 26}{space 2} 914.7574{col 37}{space 1}    1.80{col 46}{space 3}0.082{col 54}{space 4}-220.1262{col 67}{space 3} 3516.241
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6C: Q = 0.10 [PRIVATE PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2azpriv*2.807556 - zpolicy2_abszero*1.452532 - zpol2azpriv*1.116298)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + 1.691258{res}*{res}zpol2azpriv = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 26463.84{col 26}{space 2} 7788.159{col 37}{space 1}    3.40{col 46}{space 3}0.002{col 54}{space 4}  10558.3{col 67}{space 3} 42369.38
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. *
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.  
.   
. * Q = 0.25 [$ 17,862.89: N = 241,730] *
. xtrifreg fed_funding    zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof  nonprofit_recip private_recip zloyalty2_abszero ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), ///
> fe i(subagency) q(25)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0464                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0342                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0264                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(27,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.1553                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_25{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2}-447.1728{col 31}{space 2} 1050.899{col 42}{space 1}   -0.43{col 51}{space 3}0.673{col 59}{space 4}-2593.396{col 72}{space 3}  1699.05
{txt}{space 8}zpol2aznp {c |}{col 19}{res}{space 2} 3117.942{col 31}{space 2} 1426.814{col 42}{space 1}    2.19{col 51}{space 3}0.037{col 59}{space 4} 203.9988{col 72}{space 3} 6031.884
{txt}{space 6}zpol2azpriv {c |}{col 19}{res}{space 2} 14836.63{col 31}{space 2} 3788.185{col 42}{space 1}    3.92{col 51}{space 3}0.000{col 59}{space 4}  7100.12{col 72}{space 3} 22573.13
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 596.7684{col 31}{space 2} 995.8162{col 42}{space 1}    0.60{col 51}{space 3}0.553{col 59}{space 4} -1436.96{col 72}{space 3} 2630.496
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} 2660.257{col 31}{space 2} 1691.049{col 42}{space 1}    1.57{col 51}{space 3}0.126{col 59}{space 4}-793.3245{col 72}{space 3} 6113.839
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-8394.788{col 31}{space 2} 2937.803{col 42}{space 1}   -2.86{col 51}{space 3}0.008{col 59}{space 4}-14394.58{col 72}{space 3}-2394.994
{txt}pctagency_packing {c |}{col 19}{res}{space 2}-35.49526{col 31}{space 2}  212.441{col 42}{space 1}   -0.17{col 51}{space 3}0.868{col 59}{space 4}-469.3576{col 72}{space 3} 398.3671
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2}-9711.117{col 31}{space 2} 36328.32{col 42}{space 1}   -0.27{col 51}{space 3}0.791{col 59}{space 4}-83903.44{col 72}{space 3} 64481.21
{txt}{space 2}nonprofit_recip {c |}{col 19}{res}{space 2}-7667.462{col 31}{space 2} 5023.169{col 42}{space 1}   -1.53{col 51}{space 3}0.137{col 59}{space 4}-17926.14{col 72}{space 3} 2591.219
{txt}{space 4}private_recip {c |}{col 19}{res}{space 2}-47558.02{col 31}{space 2} 16604.33{col 42}{space 1}   -2.86{col 51}{space 3}0.008{col 59}{space 4}-81468.58{col 72}{space 3}-13647.46
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-1049.719{col 31}{space 2} 1579.793{col 42}{space 1}   -0.66{col 51}{space 3}0.511{col 59}{space 4}-4276.087{col 72}{space 3} 2176.649
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2} 2617.084{col 31}{space 2} 1517.585{col 42}{space 1}    1.72{col 51}{space 3}0.095{col 59}{space 4}-482.2381{col 72}{space 3} 5716.406
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 5601.367{col 31}{space 2} 1598.454{col 42}{space 1}    3.50{col 51}{space 3}0.001{col 59}{space 4} 2336.888{col 72}{space 3} 8865.847
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2}   7594.5{col 31}{space 2} 2919.627{col 42}{space 1}    2.60{col 51}{space 3}0.014{col 59}{space 4} 1631.826{col 72}{space 3} 13557.17
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 5656.722{col 31}{space 2} 2866.707{col 42}{space 1}    1.97{col 51}{space 3}0.058{col 59}{space 4}-197.8745{col 72}{space 3} 11511.32
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 3377.183{col 31}{space 2} 2818.091{col 42}{space 1}    1.20{col 51}{space 3}0.240{col 59}{space 4}-2378.127{col 72}{space 3} 9132.494
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 3667.288{col 31}{space 2} 3612.795{col 42}{space 1}    1.02{col 51}{space 3}0.318{col 59}{space 4}-3711.023{col 72}{space 3}  11045.6
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 753.5623{col 31}{space 2} 3021.739{col 42}{space 1}    0.25{col 51}{space 3}0.805{col 59}{space 4}-5417.651{col 72}{space 3} 6924.776
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 3462.601{col 31}{space 2} 2931.378{col 42}{space 1}    1.18{col 51}{space 3}0.247{col 59}{space 4}-2524.072{col 72}{space 3} 9449.274
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2}  5939.68{col 31}{space 2} 3973.628{col 42}{space 1}    1.49{col 51}{space 3}0.145{col 59}{space 4}-2175.551{col 72}{space 3} 14054.91
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 7975.935{col 31}{space 2} 3644.267{col 42}{space 1}    2.19{col 51}{space 3}0.037{col 59}{space 4} 533.3485{col 72}{space 3} 15418.52
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 6695.103{col 31}{space 2} 2501.795{col 42}{space 1}    2.68{col 51}{space 3}0.012{col 59}{space 4} 1585.757{col 72}{space 3} 11804.45
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 7222.172{col 31}{space 2} 4432.783{col 42}{space 1}    1.63{col 51}{space 3}0.114{col 59}{space 4}-1830.778{col 72}{space 3} 16275.12
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 4965.045{col 31}{space 2}  4732.65{col 42}{space 1}    1.05{col 51}{space 3}0.303{col 59}{space 4}-4700.317{col 72}{space 3} 14630.41
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 6587.668{col 31}{space 2} 5691.761{col 42}{space 1}    1.16{col 51}{space 3}0.256{col 59}{space 4}-5036.459{col 72}{space 3} 18211.79
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 7842.872{col 31}{space 2}  5182.62{col 42}{space 1}    1.51{col 51}{space 3}0.141{col 59}{space 4}-2741.451{col 72}{space 3}  18427.2
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 7041.785{col 31}{space 2} 6222.034{col 42}{space 1}    1.13{col 51}{space 3}0.267{col 59}{space 4}-5665.305{col 72}{space 3} 19748.87
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 9112.096{col 31}{space 2} 6835.559{col 42}{space 1}    1.33{col 51}{space 3}0.193{col 59}{space 4}-4847.978{col 72}{space 3} 23072.17
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 7041.967{col 31}{space 2} 6422.015{col 42}{space 1}    1.10{col 51}{space 3}0.282{col 59}{space 4}-6073.537{col 72}{space 3} 20157.47
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2} 1116.067{col 31}{space 2} 2949.367{col 42}{space 1}    0.38{col 51}{space 3}0.708{col 59}{space 4}-4907.344{col 72}{space 3} 7139.477
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} 2954.989{col 31}{space 2} 3151.907{col 42}{space 1}    0.94{col 51}{space 3}0.356{col 59}{space 4}-3482.065{col 72}{space 3} 9392.042
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 25962.12{col 31}{space 2} 13720.49{col 42}{space 1}    1.89{col 51}{space 3}0.068{col 59}{space 4}-2058.858{col 72}{space 3}  53983.1
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 30516.051
          {txt}sigma_e {c |} {res} 42913.613
              {txt}rho {c |} {res} .33584349{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2927237{col 39} -2921489{col 50}    27{col 58}  5843033{col 69}  5843314
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.25 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-PROFIT PARTNER/RECIPIENT EFFECT APPEARS SECOND, ///
> ****      THE PRIVATE PARTNER/RECIPIENT APPEARS THIRD 
. 
. 
. ** ESTIMATES FOR FIGURE 6A: Q = 0.25 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} -458.582{col 26}{space 2} 1077.712{col 37}{space 1}   -0.43{col 46}{space 3}0.673{col 54}{space 4}-2659.564{col 67}{space 3}   1742.4
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6B: Q = 0.25 [NON-PROFIT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2aznp*2.320016 - zpolicy2_abszero*1.452532 - zpol2aznp*1.718157)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .601859{res}*{res}zpol2aznp = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 1417.979{col 26}{space 2} 806.4795{col 37}{space 1}    1.76{col 46}{space 3}0.089{col 54}{space 4}-229.0718{col 67}{space 3}  3065.03
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6C: Q = 0.25 [PRIVATE PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2azpriv*2.807556 - zpolicy2_abszero*1.452532 - zpol2azpriv*1.116298)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + 1.691258{res}*{res}zpol2azpriv = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 24633.98{col 26}{space 2} 5793.434{col 37}{space 1}    4.25{col 46}{space 3}0.000{col 54}{space 4} 12802.21{col 67}{space 3} 36465.75
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. 
. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
. 
.    
. * Q = 0.50 [$ 63,306.38: N = 241,730] *
. xtrifreg fed_funding    zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof  nonprofit_recip private_recip zloyalty2_abszero ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), ///
> fe i(subagency) q(50)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0132                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0045                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0035                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(27,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.1320                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_50{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2}-1430.164{col 31}{space 2} 4227.761{col 42}{space 1}   -0.34{col 51}{space 3}0.738{col 59}{space 4} -10064.4{col 72}{space 3} 7204.076
{txt}{space 8}zpol2aznp {c |}{col 19}{res}{space 2} 4532.846{col 31}{space 2} 6126.347{col 42}{space 1}    0.74{col 51}{space 3}0.465{col 59}{space 4}-7978.824{col 72}{space 3} 17044.52
{txt}{space 6}zpol2azpriv {c |}{col 19}{res}{space 2} 25375.39{col 31}{space 2}  6022.67{col 42}{space 1}    4.21{col 51}{space 3}0.000{col 59}{space 4} 13075.46{col 72}{space 3} 37675.32
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 367.7872{col 31}{space 2} 2741.058{col 42}{space 1}    0.13{col 51}{space 3}0.894{col 59}{space 4}  -5230.2{col 72}{space 3} 5965.775
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} 2284.565{col 31}{space 2}  6238.81{col 42}{space 1}    0.37{col 51}{space 3}0.717{col 59}{space 4}-10456.79{col 72}{space 3} 15025.92
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-17473.17{col 31}{space 2} 6186.502{col 42}{space 1}   -2.82{col 51}{space 3}0.008{col 59}{space 4}-30107.69{col 72}{space 3}-4838.642
{txt}pctagency_packing {c |}{col 19}{res}{space 2} 9.894769{col 31}{space 2} 442.4471{col 42}{space 1}    0.02{col 51}{space 3}0.982{col 59}{space 4}-893.7028{col 72}{space 3} 913.4923
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2}-19604.82{col 31}{space 2} 124414.9{col 42}{space 1}   -0.16{col 51}{space 3}0.876{col 59}{space 4}  -273694{col 72}{space 3} 234484.4
{txt}{space 2}nonprofit_recip {c |}{col 19}{res}{space 2}-3437.712{col 31}{space 2} 22498.84{col 42}{space 1}   -0.15{col 51}{space 3}0.880{col 59}{space 4}-49386.46{col 72}{space 3} 42511.04
{txt}{space 4}private_recip {c |}{col 19}{res}{space 2}-65168.15{col 31}{space 2} 27503.29{col 42}{space 1}   -2.37{col 51}{space 3}0.024{col 59}{space 4}-121337.4{col 72}{space 3} -8998.94
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-6605.679{col 31}{space 2} 6289.065{col 42}{space 1}   -1.05{col 51}{space 3}0.302{col 59}{space 4}-19449.66{col 72}{space 3} 6238.304
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2}  2059.15{col 31}{space 2} 2800.024{col 42}{space 1}    0.74{col 51}{space 3}0.468{col 59}{space 4}-3659.262{col 72}{space 3} 7777.562
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 8859.273{col 31}{space 2} 5995.656{col 42}{space 1}    1.48{col 51}{space 3}0.150{col 59}{space 4}-3385.489{col 72}{space 3} 21104.04
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2}  14309.2{col 31}{space 2} 7621.436{col 42}{space 1}    1.88{col 51}{space 3}0.070{col 59}{space 4} -1255.85{col 72}{space 3} 29874.25
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 15598.19{col 31}{space 2} 9316.042{col 42}{space 1}    1.67{col 51}{space 3}0.104{col 59}{space 4} -3427.71{col 72}{space 3} 34624.08
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 9655.434{col 31}{space 2} 8895.192{col 42}{space 1}    1.09{col 51}{space 3}0.286{col 59}{space 4}-8510.971{col 72}{space 3} 27821.84
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 11968.84{col 31}{space 2} 10717.08{col 42}{space 1}    1.12{col 51}{space 3}0.273{col 59}{space 4}-9918.354{col 72}{space 3} 33856.03
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2}   5783.4{col 31}{space 2} 11524.46{col 42}{space 1}    0.50{col 51}{space 3}0.619{col 59}{space 4}-17752.69{col 72}{space 3} 29319.49
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 14487.83{col 31}{space 2} 9774.455{col 42}{space 1}    1.48{col 51}{space 3}0.149{col 59}{space 4}-5474.268{col 72}{space 3} 34449.93
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 14537.36{col 31}{space 2} 12256.38{col 42}{space 1}    1.19{col 51}{space 3}0.245{col 59}{space 4}-10493.51{col 72}{space 3} 39568.23
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 24453.98{col 31}{space 2}  11698.6{col 42}{space 1}    2.09{col 51}{space 3}0.045{col 59}{space 4}  562.255{col 72}{space 3}  48345.7
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 15763.59{col 31}{space 2}  10231.8{col 42}{space 1}    1.54{col 51}{space 3}0.134{col 59}{space 4}-5132.529{col 72}{space 3} 36659.71
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 19411.34{col 31}{space 2} 12403.53{col 42}{space 1}    1.56{col 51}{space 3}0.128{col 59}{space 4}-5920.045{col 72}{space 3} 44742.73
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 15614.35{col 31}{space 2} 14695.48{col 42}{space 1}    1.06{col 51}{space 3}0.296{col 59}{space 4}-14397.82{col 72}{space 3} 45626.51
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 22422.92{col 31}{space 2} 16334.36{col 42}{space 1}    1.37{col 51}{space 3}0.180{col 59}{space 4}-10936.31{col 72}{space 3} 55782.14
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 23972.19{col 31}{space 2} 17398.66{col 42}{space 1}    1.38{col 51}{space 3}0.178{col 59}{space 4}-11560.61{col 72}{space 3} 59504.99
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 25282.76{col 31}{space 2} 21059.43{col 42}{space 1}    1.20{col 51}{space 3}0.239{col 59}{space 4}-17726.33{col 72}{space 3} 68291.85
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 32676.31{col 31}{space 2} 22088.02{col 42}{space 1}    1.48{col 51}{space 3}0.149{col 59}{space 4}-12433.45{col 72}{space 3} 77786.07
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 21452.39{col 31}{space 2} 19654.08{col 42}{space 1}    1.09{col 51}{space 3}0.284{col 59}{space 4} -18686.6{col 72}{space 3} 61591.38
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2} 10661.52{col 31}{space 2} 12357.05{col 42}{space 1}    0.86{col 51}{space 3}0.395{col 59}{space 4}-14574.95{col 72}{space 3} 35897.99
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} 15620.34{col 31}{space 2} 12137.21{col 42}{space 1}    1.29{col 51}{space 3}0.208{col 59}{space 4}-9167.154{col 72}{space 3} 40407.84
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 80492.81{col 31}{space 2} 46996.93{col 42}{space 1}    1.71{col 51}{space 3}0.097{col 59}{space 4}-15487.72{col 72}{space 3} 176473.3
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 85345.106
          {txt}sigma_e {c |} {res}  123652.3
              {txt}rho {c |} {res} .32266726{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3178915{col 39} -3177309{col 50}    27{col 58}  6354671{col 69}  6354952
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.50 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-PROFIT PARTNER/RECIPIENT EFFECT APPEARS SECOND, ///
> ****      THE PRIVATE PARTNER/RECIPIENT APPEARS THIRD 
. 
. 
. ** ESTIMATES FOR FIGURE 6A: Q = 0.50 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-1466.653{col 26}{space 2} 4335.628{col 37}{space 1}   -0.34{col 46}{space 3}0.738{col 54}{space 4}-10321.19{col 67}{space 3} 7387.881
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6B: Q = 0.50 [NON-PROFIT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2aznp*2.320016 - zpolicy2_abszero*1.452532 - zpol2aznp*1.718157)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .601859{res}*{res}zpol2aznp = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 1261.481{col 26}{space 2} 2851.451{col 37}{space 1}    0.44{col 46}{space 3}0.661{col 54}{space 4}-4561.959{col 67}{space 3} 7084.921
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6C: Q = 0.50 [PRIVATE PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2azpriv*2.807556 - zpolicy2_abszero*1.452532 - zpol2azpriv*1.116298)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + 1.691258{res}*{res}zpol2azpriv = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 41449.68{col 26}{space 2} 8594.326{col 37}{space 1}    4.82{col 46}{space 3}0.000{col 54}{space 4} 23897.72{col 67}{space 3} 59001.63
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
. 
. * Q = 0.75 [$ 233,762: N = 241,730] *
. xtrifreg fed_funding    zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof nonprofit_recip private_recip zloyalty2_abszero ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), ///
> fe i(subagency) q(75)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0067                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.1268                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0034                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.0619                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_75{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} 11589.34{col 31}{space 2} 18694.65{col 42}{space 1}    0.62{col 51}{space 3}0.540{col 59}{space 4}-26590.23{col 72}{space 3} 49768.91
{txt}{space 8}zpol2aznp {c |}{col 19}{res}{space 2} 8864.155{col 31}{space 2} 27591.21{col 42}{space 1}    0.32{col 51}{space 3}0.750{col 59}{space 4}-47484.62{col 72}{space 3} 65212.93
{txt}{space 6}zpol2azpriv {c |}{col 19}{res}{space 2} 75844.65{col 31}{space 2}  25989.6{col 42}{space 1}    2.92{col 51}{space 3}0.007{col 59}{space 4}  22766.8{col 72}{space 3} 128922.5
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2}-5128.412{col 31}{space 2} 7198.572{col 42}{space 1}   -0.71{col 51}{space 3}0.482{col 59}{space 4}-19829.86{col 72}{space 3} 9573.034
{txt}{space 14}ceo {c |}{col 19}{res}{space 2}-28582.42{col 31}{space 2} 25954.73{col 42}{space 1}   -1.10{col 51}{space 3}0.280{col 59}{space 4}-81589.05{col 72}{space 3} 24424.22
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-30615.93{col 31}{space 2} 21627.84{col 42}{space 1}   -1.42{col 51}{space 3}0.167{col 59}{space 4}-74785.86{col 72}{space 3}    13554
{txt}pctagency_packing {c |}{col 19}{res}{space 2} 1473.876{col 31}{space 2} 1546.557{col 42}{space 1}    0.95{col 51}{space 3}0.348{col 59}{space 4}-1684.615{col 72}{space 3} 4632.367
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} 75050.35{col 31}{space 2} 519946.4{col 42}{space 1}    0.14{col 51}{space 3}0.886{col 59}{space 4}-986821.8{col 72}{space 3}  1136923
{txt}{space 2}nonprofit_recip {c |}{col 19}{res}{space 2} 36964.14{col 31}{space 2} 80931.18{col 42}{space 1}    0.46{col 51}{space 3}0.651{col 59}{space 4}-128319.4{col 72}{space 3} 202247.7
{txt}{space 4}private_recip {c |}{col 19}{res}{space 2}-115907.6{col 31}{space 2} 75772.14{col 42}{space 1}   -1.53{col 51}{space 3}0.137{col 59}{space 4}-270654.9{col 72}{space 3} 38839.78
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-10332.26{col 31}{space 2} 21566.21{col 42}{space 1}   -0.48{col 51}{space 3}0.635{col 59}{space 4}-54376.33{col 72}{space 3} 33711.82
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2}-25080.33{col 31}{space 2} 27784.01{col 42}{space 1}   -0.90{col 51}{space 3}0.374{col 59}{space 4}-81822.86{col 72}{space 3} 31662.19
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 10526.52{col 31}{space 2} 34031.76{col 42}{space 1}    0.31{col 51}{space 3}0.759{col 59}{space 4}-58975.61{col 72}{space 3} 80028.64
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 16257.93{col 31}{space 2} 35730.05{col 42}{space 1}    0.46{col 51}{space 3}0.652{col 59}{space 4}-56712.56{col 72}{space 3} 89228.42
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 47561.38{col 31}{space 2} 43409.18{col 42}{space 1}    1.10{col 51}{space 3}0.282{col 59}{space 4}-41091.99{col 72}{space 3} 136214.7
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 46728.83{col 31}{space 2} 34467.79{col 42}{space 1}    1.36{col 51}{space 3}0.185{col 59}{space 4}-23663.78{col 72}{space 3} 117121.5
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 31412.77{col 31}{space 2}    39032{col 42}{space 1}    0.80{col 51}{space 3}0.427{col 59}{space 4}-48301.22{col 72}{space 3} 111126.8
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 10068.62{col 31}{space 2} 56056.23{col 42}{space 1}    0.18{col 51}{space 3}0.859{col 59}{space 4}-104413.5{col 72}{space 3} 124550.7
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 32463.64{col 31}{space 2} 47426.48{col 42}{space 1}    0.68{col 51}{space 3}0.499{col 59}{space 4}-64394.15{col 72}{space 3} 129321.4
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 491.5479{col 31}{space 2} 58018.04{col 42}{space 1}    0.01{col 51}{space 3}0.993{col 59}{space 4}-117997.1{col 72}{space 3} 118980.2
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2}  60753.2{col 31}{space 2} 49171.41{col 42}{space 1}    1.24{col 51}{space 3}0.226{col 59}{space 4} -39668.2{col 72}{space 3} 161174.6
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 44831.35{col 31}{space 2} 46649.55{col 42}{space 1}    0.96{col 51}{space 3}0.344{col 59}{space 4}-50439.74{col 72}{space 3} 140102.4
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 85380.12{col 31}{space 2} 43380.38{col 42}{space 1}    1.97{col 51}{space 3}0.058{col 59}{space 4}-3214.425{col 72}{space 3} 173974.7
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 46686.02{col 31}{space 2} 47069.54{col 42}{space 1}    0.99{col 51}{space 3}0.329{col 59}{space 4}-49442.81{col 72}{space 3} 142814.9
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 70824.28{col 31}{space 2} 63847.21{col 42}{space 1}    1.11{col 51}{space 3}0.276{col 59}{space 4} -59569.1{col 72}{space 3} 201217.7
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 45102.45{col 31}{space 2} 67190.77{col 42}{space 1}    0.67{col 51}{space 3}0.507{col 59}{space 4} -92119.4{col 72}{space 3} 182324.3
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 58952.93{col 31}{space 2} 72746.24{col 42}{space 1}    0.81{col 51}{space 3}0.424{col 59}{space 4}-89614.72{col 72}{space 3} 207520.6
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 86506.54{col 31}{space 2} 82910.49{col 42}{space 1}    1.04{col 51}{space 3}0.305{col 59}{space 4}-82819.27{col 72}{space 3} 255832.4
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 49767.64{col 31}{space 2}    71500{col 42}{space 1}    0.70{col 51}{space 3}0.492{col 59}{space 4}-96254.84{col 72}{space 3} 195790.1
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2} 28158.21{col 31}{space 2} 54979.35{col 42}{space 1}    0.51{col 51}{space 3}0.612{col 59}{space 4}-84124.61{col 72}{space 3}   140441
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} 68639.23{col 31}{space 2} 56974.87{col 42}{space 1}    1.20{col 51}{space 3}0.238{col 59}{space 4}-47718.97{col 72}{space 3} 184997.4
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 134156.3{col 31}{space 2} 205120.9{col 42}{space 1}    0.65{col 51}{space 3}0.518{col 59}{space 4}-284756.6{col 72}{space 3} 553069.1
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 356938.36
          {txt}sigma_e {c |} {res} 566857.56
              {txt}rho {c |} {res} .28392192{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3546189{col 39} -3545375{col 50}    28{col 58}  7090806{col 69}  7091097
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.75 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-PROFIT PARTNER/RECIPIENT EFFECT APPEARS SECOND, ///
> ****      THE PRIVATE PARTNER/RECIPIENT APPEARS THIRD 
. 
. 
. ** ESTIMATES FOR FIGURE 6A: Q = 0.75 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 11885.03{col 26}{space 2} 19171.63{col 37}{space 1}    0.62{col 46}{space 3}0.540{col 54}{space 4}-27268.65{col 67}{space 3} 51038.72
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6B: Q = 0.75 [NON-PROFIT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2aznp*2.320016 - zpolicy2_abszero*1.452532 - zpol2aznp*1.718157)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .601859{res}*{res}zpol2aznp = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}    17220{col 26}{space 2} 12366.34{col 37}{space 1}    1.39{col 46}{space 3}0.174{col 54}{space 4}-8035.427{col 67}{space 3} 42475.43
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6C: Q = 0.75 [PRIVATE PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2azpriv*2.807556 - zpolicy2_abszero*1.452532 - zpol2azpriv*1.116298)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + 1.691258{res}*{res}zpol2azpriv = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 140157.9{col 26}{space 2} 33833.57{col 37}{space 1}    4.14{col 46}{space 3}0.000{col 54}{space 4} 71060.55{col 67}{space 3} 209255.3
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.   
. * Q = 0.90 [$ 786,330.1: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof  nonprofit_recip private_recip zloyalty2_abszero  ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), ///
> fe i(subagency) q(90)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0057                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0241                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0016                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.2658                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_90{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} 24422.93{col 31}{space 2} 63090.77{col 42}{space 1}    0.39{col 51}{space 3}0.701{col 59}{space 4}-104425.6{col 72}{space 3} 153271.5
{txt}{space 8}zpol2aznp {c |}{col 19}{res}{space 2} 81557.51{col 31}{space 2} 65258.02{col 42}{space 1}    1.25{col 51}{space 3}0.221{col 59}{space 4}-51717.14{col 72}{space 3} 214832.2
{txt}{space 6}zpol2azpriv {c |}{col 19}{res}{space 2} 321564.5{col 31}{space 2}   122972{col 42}{space 1}    2.61{col 51}{space 3}0.014{col 59}{space 4} 70422.25{col 72}{space 3} 572706.8
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 59991.67{col 31}{space 2} 36716.56{col 42}{space 1}    1.63{col 51}{space 3}0.113{col 59}{space 4}-14993.54{col 72}{space 3} 134976.9
{txt}{space 14}ceo {c |}{col 19}{res}{space 2}-189450.9{col 31}{space 2} 131877.4{col 42}{space 1}   -1.44{col 51}{space 3}0.161{col 59}{space 4}-458780.5{col 72}{space 3} 79878.81
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-42691.32{col 31}{space 2} 100146.6{col 42}{space 1}   -0.43{col 51}{space 3}0.673{col 59}{space 4}  -247218{col 72}{space 3} 161835.4
{txt}pctagency_packing {c |}{col 19}{res}{space 2} 8398.168{col 31}{space 2} 6565.093{col 42}{space 1}    1.28{col 51}{space 3}0.211{col 59}{space 4} -5009.54{col 72}{space 3} 21805.88
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} -1676674{col 31}{space 2}  2013559{col 42}{space 1}   -0.83{col 51}{space 3}0.412{col 59}{space 4} -5788909{col 72}{space 3}  2435562
{txt}{space 2}nonprofit_recip {c |}{col 19}{res}{space 2}-56622.88{col 31}{space 2} 254551.5{col 42}{space 1}   -0.22{col 51}{space 3}0.825{col 59}{space 4}-576486.3{col 72}{space 3} 463240.6
{txt}{space 4}private_recip {c |}{col 19}{res}{space 2}-489752.5{col 31}{space 2} 193701.4{col 42}{space 1}   -2.53{col 51}{space 3}0.017{col 59}{space 4}-885343.4{col 72}{space 3}-94161.53
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-41190.72{col 31}{space 2} 81730.38{col 42}{space 1}   -0.50{col 51}{space 3}0.618{col 59}{space 4}-208106.4{col 72}{space 3}   125725
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2} 52876.99{col 31}{space 2}   139814{col 42}{space 1}    0.38{col 51}{space 3}0.708{col 59}{space 4}-232661.3{col 72}{space 3} 338415.3
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 177000.5{col 31}{space 2} 165526.2{col 42}{space 1}    1.07{col 51}{space 3}0.293{col 59}{space 4}-161049.2{col 72}{space 3} 515050.1
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 284912.9{col 31}{space 2} 179402.1{col 42}{space 1}    1.59{col 51}{space 3}0.123{col 59}{space 4}-81475.02{col 72}{space 3} 651300.8
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2} 347242.3{col 31}{space 2} 187457.9{col 42}{space 1}    1.85{col 51}{space 3}0.074{col 59}{space 4}-35597.86{col 72}{space 3} 730082.4
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} 487296.7{col 31}{space 2} 195514.6{col 42}{space 1}    2.49{col 51}{space 3}0.018{col 59}{space 4}  88002.6{col 72}{space 3} 886590.9
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} 560545.9{col 31}{space 2} 174547.7{col 42}{space 1}    3.21{col 51}{space 3}0.003{col 59}{space 4}   204072{col 72}{space 3} 917019.9
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} 551105.6{col 31}{space 2} 259010.8{col 42}{space 1}    2.13{col 51}{space 3}0.042{col 59}{space 4} 22135.08{col 72}{space 3}  1080076
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} 484294.7{col 31}{space 2} 212187.9{col 42}{space 1}    2.28{col 51}{space 3}0.030{col 59}{space 4} 50949.32{col 72}{space 3} 917640.1
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 351490.5{col 31}{space 2} 197460.1{col 42}{space 1}    1.78{col 51}{space 3}0.085{col 59}{space 4}-51776.76{col 72}{space 3} 754757.8
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} 525045.4{col 31}{space 2} 180108.4{col 42}{space 1}    2.92{col 51}{space 3}0.007{col 59}{space 4} 157214.9{col 72}{space 3} 892875.9
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 418860.8{col 31}{space 2} 188495.8{col 42}{space 1}    2.22{col 51}{space 3}0.034{col 59}{space 4} 33901.14{col 72}{space 3} 803820.5
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 508925.7{col 31}{space 2} 142776.3{col 42}{space 1}    3.56{col 51}{space 3}0.001{col 59}{space 4} 217337.7{col 72}{space 3} 800513.7
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 353261.6{col 31}{space 2} 190366.1{col 42}{space 1}    1.86{col 51}{space 3}0.073{col 59}{space 4}-35517.82{col 72}{space 3}   742041
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 381635.4{col 31}{space 2} 206459.7{col 42}{space 1}    1.85{col 51}{space 3}0.074{col 59}{space 4}-40011.59{col 72}{space 3} 803282.4
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 381517.7{col 31}{space 2} 209290.3{col 42}{space 1}    1.82{col 51}{space 3}0.078{col 59}{space 4}-45910.06{col 72}{space 3} 808945.4
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 317380.1{col 31}{space 2} 202536.8{col 42}{space 1}    1.57{col 51}{space 3}0.128{col 59}{space 4}-96255.15{col 72}{space 3} 731015.4
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 508454.9{col 31}{space 2} 258681.5{col 42}{space 1}    1.97{col 51}{space 3}0.059{col 59}{space 4} -19843.2{col 72}{space 3}  1036753
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 459625.2{col 31}{space 2} 243429.1{col 42}{space 1}    1.89{col 51}{space 3}0.069{col 59}{space 4}-37523.35{col 72}{space 3} 956773.8
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2} 469934.2{col 31}{space 2} 199002.5{col 42}{space 1}    2.36{col 51}{space 3}0.025{col 59}{space 4} 63516.87{col 72}{space 3} 876351.6
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} 547035.8{col 31}{space 2} 212454.7{col 42}{space 1}    2.57{col 51}{space 3}0.015{col 59}{space 4} 113145.4{col 72}{space 3} 980926.2
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 618568.6{col 31}{space 2} 662338.2{col 42}{space 1}    0.93{col 51}{space 3}0.358{col 59}{space 4}-734106.6{col 72}{space 3}  1971244
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 1577922.1
          {txt}sigma_e {c |} {res} 2647754.3
              {txt}rho {c |} {res} .26207606{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3918660{col 39} -3917968{col 50}    27{col 58}  7835989{col 69}  7836270
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.90 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-PROFIT PARTNER/RECIPIENT EFFECT APPEARS SECOND, ///
> ****      THE PRIVATE PARTNER/RECIPIENT APPEARS THIRD 
. 
. 
. ** ESTIMATES FOR FIGURE 6A: Q = 0.90 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 25046.05{col 26}{space 2} 64700.46{col 37}{space 1}    0.39{col 46}{space 3}0.701{col 54}{space 4}-107089.9{col 67}{space 3}   157182
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6B: Q = 0.90 [NON-PROFIT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2aznp*2.320016 - zpolicy2_abszero*1.452532 - zpol2aznp*1.718157)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .601859{res}*{res}zpol2aznp = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 74132.18{col 26}{space 2} 55476.83{col 37}{space 1}    1.34{col 46}{space 3}0.192{col 54}{space 4}-39166.63{col 67}{space 3}   187431
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6C: Q = 0.90 [PRIVATE PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2azpriv*2.807556 - zpolicy2_abszero*1.452532 - zpol2azpriv*1.116298)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + 1.691258{res}*{res}zpol2azpriv = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 568894.7{col 26}{space 2} 187124.3{col 37}{space 1}    3.04{col 46}{space 3}0.005{col 54}{space 4} 186735.8{col 67}{space 3} 951053.6
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. 
. *
. *
. *
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
.    
.  
. * Q = 0.95 [$ 1,623,405: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof  nonprofit_recip private_recip zloyalty2_abszero  ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), ///
> fe i(subagency) q(95)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0032                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.1468                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0039                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(27,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.0410                        {txt}Prob > F           =    {res}     .

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           rif_95{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2}-59800.83{col 31}{space 2}   144998{col 42}{space 1}   -0.41{col 51}{space 3}0.683{col 59}{space 4}-355926.3{col 72}{space 3} 236324.6
{txt}{space 8}zpol2aznp {c |}{col 19}{res}{space 2} 222842.4{col 31}{space 2} 145130.3{col 42}{space 1}    1.54{col 51}{space 3}0.135{col 59}{space 4}-73553.24{col 72}{space 3}   519238
{txt}{space 6}zpol2azpriv {c |}{col 19}{res}{space 2} 526570.5{col 31}{space 2} 97353.55{col 42}{space 1}    5.41{col 51}{space 3}0.000{col 59}{space 4}   327748{col 72}{space 3} 725392.9
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} 179053.4{col 31}{space 2} 97384.41{col 42}{space 1}    1.84{col 51}{space 3}0.076{col 59}{space 4}-19832.12{col 72}{space 3} 377938.9
{txt}{space 14}ceo {c |}{col 19}{res}{space 2}-294358.9{col 31}{space 2} 373242.8{col 42}{space 1}   -0.79{col 51}{space 3}0.437{col 59}{space 4} -1056622{col 72}{space 3} 467904.5
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}  13816.5{col 31}{space 2} 295232.3{col 42}{space 1}    0.05{col 51}{space 3}0.963{col 59}{space 4}-589128.3{col 72}{space 3} 616761.3
{txt}pctagency_packing {c |}{col 19}{res}{space 2} 15838.54{col 31}{space 2}  20543.2{col 42}{space 1}    0.77{col 51}{space 3}0.447{col 59}{space 4}-26116.26{col 72}{space 3} 57793.35
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2} -1365694{col 31}{space 2}  4569254{col 42}{space 1}   -0.30{col 51}{space 3}0.767{col 59}{space 4}-1.07e+07{col 72}{space 3}  7965968
{txt}{space 2}nonprofit_recip {c |}{col 19}{res}{space 2}-194461.9{col 31}{space 2} 584221.3{col 42}{space 1}   -0.33{col 51}{space 3}0.742{col 59}{space 4} -1387601{col 72}{space 3} 998677.2
{txt}{space 4}private_recip {c |}{col 19}{res}{space 2}-779485.6{col 31}{space 2} 260547.3{col 42}{space 1}   -2.99{col 51}{space 3}0.006{col 59}{space 4} -1311594{col 72}{space 3}  -247377
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}  -181002{col 31}{space 2} 198929.8{col 42}{space 1}   -0.91{col 51}{space 3}0.370{col 59}{space 4}-587270.9{col 72}{space 3} 225266.8
{txt}{space 10}year_89 {c |}{col 19}{res}{space 2} 36598.95{col 31}{space 2} 268319.4{col 42}{space 1}    0.14{col 51}{space 3}0.892{col 59}{space 4}-511382.4{col 72}{space 3} 584580.3
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} 400049.3{col 31}{space 2} 288421.8{col 42}{space 1}    1.39{col 51}{space 3}0.176{col 59}{space 4}-188986.6{col 72}{space 3} 989085.2
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} 589413.6{col 31}{space 2} 420761.7{col 42}{space 1}    1.40{col 51}{space 3}0.172{col 59}{space 4}-269896.5{col 72}{space 3}  1448724
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2}   877922{col 31}{space 2} 374407.8{col 42}{space 1}    2.34{col 51}{space 3}0.026{col 59}{space 4} 113279.3{col 72}{space 3}  1642565
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2}  1003974{col 31}{space 2}   360348{col 42}{space 1}    2.79{col 51}{space 3}0.009{col 59}{space 4} 268045.5{col 72}{space 3}  1739903
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2}  1329636{col 31}{space 2} 379069.3{col 42}{space 1}    3.51{col 51}{space 3}0.001{col 59}{space 4} 555472.9{col 72}{space 3}  2103799
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2}  1384032{col 31}{space 2} 614421.3{col 42}{space 1}    2.25{col 51}{space 3}0.032{col 59}{space 4} 129216.7{col 72}{space 3}  2638848
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2}  1024774{col 31}{space 2} 370837.9{col 42}{space 1}    2.76{col 51}{space 3}0.010{col 59}{space 4} 267421.7{col 72}{space 3}  1782126
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} 659738.9{col 31}{space 2} 336538.6{col 42}{space 1}    1.96{col 51}{space 3}0.059{col 59}{space 4}-27564.57{col 72}{space 3}  1347042
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2}   976382{col 31}{space 2} 321674.7{col 42}{space 1}    3.04{col 51}{space 3}0.005{col 59}{space 4} 319434.5{col 72}{space 3}  1633329
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} 911414.1{col 31}{space 2} 333745.8{col 42}{space 1}    2.73{col 51}{space 3}0.010{col 59}{space 4} 229814.3{col 72}{space 3}  1593014
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} 923833.4{col 31}{space 2} 295172.2{col 42}{space 1}    3.13{col 51}{space 3}0.004{col 59}{space 4} 321011.4{col 72}{space 3}  1526655
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} 556683.4{col 31}{space 2} 428028.3{col 42}{space 1}    1.30{col 51}{space 3}0.203{col 59}{space 4}-317467.1{col 72}{space 3}  1430834
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} 738080.2{col 31}{space 2} 373962.2{col 42}{space 1}    1.97{col 51}{space 3}0.058{col 59}{space 4}-25652.46{col 72}{space 3}  1501813
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} 739614.2{col 31}{space 2} 389491.6{col 42}{space 1}    1.90{col 51}{space 3}0.067{col 59}{space 4}-55833.82{col 72}{space 3}  1535062
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} 586732.8{col 31}{space 2} 401632.7{col 42}{space 1}    1.46{col 51}{space 3}0.154{col 59}{space 4}-233510.7{col 72}{space 3}  1406976
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} 898003.8{col 31}{space 2} 475059.2{col 42}{space 1}    1.89{col 51}{space 3}0.068{col 59}{space 4}-72196.44{col 72}{space 3}  1868204
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} 780395.6{col 31}{space 2} 462576.2{col 42}{space 1}    1.69{col 51}{space 3}0.102{col 59}{space 4}-164311.1{col 72}{space 3}  1725102
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2} 801048.2{col 31}{space 2} 362860.5{col 42}{space 1}    2.21{col 51}{space 3}0.035{col 59}{space 4} 59988.22{col 72}{space 3}  1542108
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} 790535.7{col 31}{space 2} 384690.7{col 42}{space 1}    2.05{col 51}{space 3}0.049{col 59}{space 4} 4892.411{col 72}{space 3}  1576179
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}  1096792{col 31}{space 2}  1363958{col 42}{space 1}    0.80{col 51}{space 3}0.428{col 59}{space 4} -1688782{col 72}{space 3}  3882365
{txt}{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
          sigma_u {c |} {res} 4735973.9
          {txt}sigma_e {c |} {res} 6781866.7
              {txt}rho {c |} {res}  .3278049{txt}   (fraction of variance due to u_i)
{hline 18}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -4145718{col 39} -4145325{col 50}    27{col 58}  8290703{col 69}  8290984
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.95 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-PROFIT PARTNER/RECIPIENT EFFECT APPEARS SECOND, ///
> ****      THE PRIVATE PARTNER/RECIPIENT APPEARS THIRD 
. 
. 
. ** ESTIMATES FOR FIGURE 6A: Q = 0.95 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_95{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-61326.58{col 26}{space 2} 148697.5{col 37}{space 1}   -0.41{col 46}{space 3}0.683{col 54}{space 4}-365007.4{col 67}{space 3} 242354.2
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6B: Q = 0.95 [NON-PROFIT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2aznp*2.320016 - zpolicy2_abszero*1.452532 - zpol2aznp*1.718157)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .601859{res}*{res}zpol2aznp = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_95{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}  72793.1{col 26}{space 2} 134204.4{col 37}{space 1}    0.54{col 46}{space 3}0.592{col 54}{space 4}-201288.9{col 67}{space 3} 346875.1
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6C: Q = 0.95 [PRIVATE PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2azpriv*2.807556 - zpolicy2_abszero*1.452532 - zpol2azpriv*1.116298)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + 1.691258{res}*{res}zpol2azpriv = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_95{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 829239.9{col 26}{space 2} 157557.5{col 37}{space 1}    5.26{col 46}{space 3}0.000{col 54}{space 4} 507464.7{col 67}{space 3}  1151015
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
. 
. ** FOR REGRESSION COMPARISON PURPOSES ONLY **   
.  
. * E [LN (Y)] LOGGED TRANSFORMED CONDITIONAL MEAN [OLS]: [UNTRANSFORMED: $ 408,215; LOGGED TRANSFORMED CONVERSION: $ 61,101: N = 241,730] *
. regress ln_fed_funding  zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof  nonprofit_recip private_recip zloyalty2_abszero  ///
> i.subagency year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 ///
> year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08 if e(sample), vce(cluster subagency) 

{txt}Linear regression                               Number of obs     = {res}   241,730
                                                {txt}{help j_robustsingular:F(27, 30) }        =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2771
                                                {txt}Root MSE          =    {res} 1.7536

{txt}{ralign 83:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}   ln_fed_funding{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}zpolicy2_abszero {c |}{col 19}{res}{space 2} .0311957{col 31}{space 2} .0642898{col 42}{space 1}    0.49{col 51}{space 3}0.631{col 59}{space 4}-.1001016{col 72}{space 3} .1624929
{txt}{space 8}zpol2aznp {c |}{col 19}{res}{space 2} .1121611{col 31}{space 2} .0835525{col 42}{space 1}    1.34{col 51}{space 3}0.190{col 59}{space 4}-.0584759{col 72}{space 3} .2827982
{txt}{space 6}zpol2azpriv {c |}{col 19}{res}{space 2} .7482481{col 31}{space 2} .1895213{col 42}{space 1}    3.95{col 51}{space 3}0.000{col 59}{space 4} .3611941{col 72}{space 3} 1.135302
{txt}{space 1}zmanage2_abszero {c |}{col 19}{res}{space 2} .0375557{col 31}{space 2} .0446944{col 42}{space 1}    0.84{col 51}{space 3}0.407{col 59}{space 4}-.0537224{col 72}{space 3} .1288338
{txt}{space 14}ceo {c |}{col 19}{res}{space 2} .0742824{col 31}{space 2} .0866048{col 42}{space 1}    0.86{col 51}{space 3}0.398{col 59}{space 4}-.1025881{col 72}{space 3} .2511529
{txt}{space 10}privmgt {c |}{col 19}{res}{space 2}-.4092766{col 31}{space 2} .1199516{col 42}{space 1}   -3.41{col 51}{space 3}0.002{col 59}{space 4}-.6542504{col 72}{space 3}-.1643027
{txt}pctagency_packing {c |}{col 19}{res}{space 2}-.0003171{col 31}{space 2} .0078194{col 42}{space 1}   -0.04{col 51}{space 3}0.968{col 59}{space 4}-.0162864{col 72}{space 3} .0156522
{txt}{space 8}perc_prof {c |}{col 19}{res}{space 2}-.2571418{col 31}{space 2} 2.124956{col 42}{space 1}   -0.12{col 51}{space 3}0.904{col 59}{space 4} -4.59688{col 72}{space 3} 4.082597
{txt}{space 2}nonprofit_recip {c |}{col 19}{res}{space 2}-.2106898{col 31}{space 2} .2875528{col 42}{space 1}   -0.73{col 51}{space 3}0.469{col 59}{space 4} -.797951{col 72}{space 3} .3765714
{txt}{space 4}private_recip {c |}{col 19}{res}{space 2}-2.141134{col 31}{space 2}  .813862{col 42}{space 1}   -2.63{col 51}{space 3}0.013{col 59}{space 4}-3.803262{col 72}{space 3} -.479006
{txt}zloyalty2_abszero {c |}{col 19}{res}{space 2}-.0546096{col 31}{space 2} .0917749{col 42}{space 1}   -0.60{col 51}{space 3}0.556{col 59}{space 4} -.242039{col 72}{space 3} .1328198
{txt}{space 17} {c |}
{space 8}subagency {c |}
{space 15}2  {c |}{col 19}{res}{space 2} 2.025049{col 31}{space 2} .1506742{col 42}{space 1}   13.44{col 51}{space 3}0.000{col 59}{space 4} 1.717331{col 72}{space 3} 2.332767
{txt}{space 15}3  {c |}{col 19}{res}{space 2} 2.262168{col 31}{space 2}  .152922{col 42}{space 1}   14.79{col 51}{space 3}0.000{col 59}{space 4}  1.94986{col 72}{space 3} 2.574477
{txt}{space 15}4  {c |}{col 19}{res}{space 2} 1.981272{col 31}{space 2} .4304599{col 42}{space 1}    4.60{col 51}{space 3}0.000{col 59}{space 4} 1.102155{col 72}{space 3} 2.860388
{txt}{space 15}5  {c |}{col 19}{res}{space 2} 1.535434{col 31}{space 2} .5327841{col 42}{space 1}    2.88{col 51}{space 3}0.007{col 59}{space 4} .4473439{col 72}{space 3} 2.623524
{txt}{space 15}6  {c |}{col 19}{res}{space 2} 1.768107{col 31}{space 2} .3701534{col 42}{space 1}    4.78{col 51}{space 3}0.000{col 59}{space 4} 1.012153{col 72}{space 3} 2.524061
{txt}{space 15}7  {c |}{col 19}{res}{space 2}  2.79634{col 31}{space 2} .2885115{col 42}{space 1}    9.69{col 51}{space 3}0.000{col 59}{space 4} 2.207121{col 72}{space 3} 3.385559
{txt}{space 15}8  {c |}{col 19}{res}{space 2} 2.337465{col 31}{space 2} .2900672{col 42}{space 1}    8.06{col 51}{space 3}0.000{col 59}{space 4} 1.745069{col 72}{space 3} 2.929861
{txt}{space 15}9  {c |}{col 19}{res}{space 2} 2.069391{col 31}{space 2}  .425751{col 42}{space 1}    4.86{col 51}{space 3}0.000{col 59}{space 4} 1.199891{col 72}{space 3}  2.93889
{txt}{space 14}11  {c |}{col 19}{res}{space 2} 1.035196{col 31}{space 2} .6466062{col 42}{space 1}    1.60{col 51}{space 3}0.120{col 59}{space 4}-.2853497{col 72}{space 3} 2.355742
{txt}{space 14}12  {c |}{col 19}{res}{space 2}  3.01931{col 31}{space 2} .3717043{col 42}{space 1}    8.12{col 51}{space 3}0.000{col 59}{space 4} 2.260189{col 72}{space 3} 3.778431
{txt}{space 14}13  {c |}{col 19}{res}{space 2} -.070942{col 31}{space 2} .2719423{col 42}{space 1}   -0.26{col 51}{space 3}0.796{col 59}{space 4}-.6263224{col 72}{space 3} .4844383
{txt}{space 14}14  {c |}{col 19}{res}{space 2} 2.074434{col 31}{space 2} .4908773{col 42}{space 1}    4.23{col 51}{space 3}0.000{col 59}{space 4} 1.071928{col 72}{space 3} 3.076939
{txt}{space 14}15  {c |}{col 19}{res}{space 2} 1.793765{col 31}{space 2} .2232343{col 42}{space 1}    8.04{col 51}{space 3}0.000{col 59}{space 4}  1.33786{col 72}{space 3}  2.24967
{txt}{space 14}16  {c |}{col 19}{res}{space 2} 3.590741{col 31}{space 2} .2442876{col 42}{space 1}   14.70{col 51}{space 3}0.000{col 59}{space 4} 3.091839{col 72}{space 3} 4.089642
{txt}{space 14}17  {c |}{col 19}{res}{space 2} 2.014011{col 31}{space 2} .4132421{col 42}{space 1}    4.87{col 51}{space 3}0.000{col 59}{space 4} 1.170058{col 72}{space 3} 2.857964
{txt}{space 14}18  {c |}{col 19}{res}{space 2}-1.002214{col 31}{space 2} .5549424{col 42}{space 1}   -1.81{col 51}{space 3}0.081{col 59}{space 4}-2.135557{col 72}{space 3} .1311298
{txt}{space 14}21  {c |}{col 19}{res}{space 2} 1.748472{col 31}{space 2} .4378553{col 42}{space 1}    3.99{col 51}{space 3}0.000{col 59}{space 4} .8542526{col 72}{space 3} 2.642692
{txt}{space 14}22  {c |}{col 19}{res}{space 2} .6224771{col 31}{space 2} .6338219{col 42}{space 1}    0.98{col 51}{space 3}0.334{col 59}{space 4}  -.67196{col 72}{space 3} 1.916914
{txt}{space 14}24  {c |}{col 19}{res}{space 2} 1.159401{col 31}{space 2} .7263386{col 42}{space 1}    1.60{col 51}{space 3}0.121{col 59}{space 4}-.3239798{col 72}{space 3} 2.642783
{txt}{space 14}25  {c |}{col 19}{res}{space 2} 2.593546{col 31}{space 2} .3408553{col 42}{space 1}    7.61{col 51}{space 3}0.000{col 59}{space 4} 1.897427{col 72}{space 3} 3.289666
{txt}{space 14}26  {c |}{col 19}{res}{space 2} 2.165576{col 31}{space 2} .6658859{col 42}{space 1}    3.25{col 51}{space 3}0.003{col 59}{space 4}  .805655{col 72}{space 3} 3.525496
{txt}{space 14}28  {c |}{col 19}{res}{space 2} 4.506107{col 31}{space 2} .2051774{col 42}{space 1}   21.96{col 51}{space 3}0.000{col 59}{space 4} 4.087079{col 72}{space 3} 4.925135
{txt}{space 14}45  {c |}{col 19}{res}{space 2}-1.381643{col 31}{space 2} .7073311{col 42}{space 1}   -1.95{col 51}{space 3}0.060{col 59}{space 4}-2.826206{col 72}{space 3} .0629195
{txt}{space 14}55  {c |}{col 19}{res}{space 2} .8631622{col 31}{space 2} .5453833{col 42}{space 1}    1.58{col 51}{space 3}0.124{col 59}{space 4}-.2506592{col 72}{space 3} 1.976984
{txt}{space 14}56  {c |}{col 19}{res}{space 2}-2.496694{col 31}{space 2} .6306218{col 42}{space 1}   -3.96{col 51}{space 3}0.000{col 59}{space 4}-3.784595{col 72}{space 3}-1.208792
{txt}{space 14}57  {c |}{col 19}{res}{space 2} 1.679637{col 31}{space 2} .2755177{col 42}{space 1}    6.10{col 51}{space 3}0.000{col 59}{space 4} 1.116955{col 72}{space 3}  2.24232
{txt}{space 14}59  {c |}{col 19}{res}{space 2}  2.15053{col 31}{space 2} .5392983{col 42}{space 1}    3.99{col 51}{space 3}0.000{col 59}{space 4} 1.049136{col 72}{space 3} 3.251924
{txt}{space 14}60  {c |}{col 19}{res}{space 2}  2.04913{col 31}{space 2} .4644682{col 42}{space 1}    4.41{col 51}{space 3}0.000{col 59}{space 4} 1.100559{col 72}{space 3}   2.9977
{txt}{space 14}63  {c |}{col 19}{res}{space 2} 1.905041{col 31}{space 2} .5803898{col 42}{space 1}    3.28{col 51}{space 3}0.003{col 59}{space 4} .7197273{col 72}{space 3} 3.090356
{txt}{space 14}71  {c |}{col 19}{res}{space 2}-.3547205{col 31}{space 2}  .403904{col 42}{space 1}   -0.88{col 51}{space 3}0.387{col 59}{space 4}-1.179602{col 72}{space 3} .4701616
{txt}{space 17} {c |}
{space 10}year_89 {c |}{col 19}{res}{space 2} .0422866{col 31}{space 2} .1006843{col 42}{space 1}    0.42{col 51}{space 3}0.677{col 59}{space 4}-.1633382{col 72}{space 3} .2479113
{txt}{space 10}year_90 {c |}{col 19}{res}{space 2} .1976556{col 31}{space 2} .1047089{col 42}{space 1}    1.89{col 51}{space 3}0.069{col 59}{space 4}-.0161886{col 72}{space 3} .4114998
{txt}{space 10}year_91 {c |}{col 19}{res}{space 2} .2956312{col 31}{space 2} .1553136{col 42}{space 1}    1.90{col 51}{space 3}0.067{col 59}{space 4}-.0215615{col 72}{space 3} .6128239
{txt}{space 10}year_92 {c |}{col 19}{res}{space 2}  .316021{col 31}{space 2} .1550652{col 42}{space 1}    2.04{col 51}{space 3}0.050{col 59}{space 4}-.0006643{col 72}{space 3} .6327063
{txt}{space 10}year_93 {c |}{col 19}{res}{space 2} .2405807{col 31}{space 2} .1525499{col 42}{space 1}    1.58{col 51}{space 3}0.125{col 59}{space 4}-.0709678{col 72}{space 3} .5521291
{txt}{space 10}year_94 {c |}{col 19}{res}{space 2} .2920943{col 31}{space 2} .1601993{col 42}{space 1}    1.82{col 51}{space 3}0.078{col 59}{space 4}-.0350764{col 72}{space 3} .6192649
{txt}{space 10}year_95 {c |}{col 19}{res}{space 2} .1737264{col 31}{space 2} .1781559{col 42}{space 1}    0.98{col 51}{space 3}0.337{col 59}{space 4}-.1901164{col 72}{space 3} .5375693
{txt}{space 10}year_96 {c |}{col 19}{res}{space 2} .2728121{col 31}{space 2} .1490727{col 42}{space 1}    1.83{col 51}{space 3}0.077{col 59}{space 4} -.031635{col 72}{space 3} .5772591
{txt}{space 10}year_97 {c |}{col 19}{res}{space 2} .2521825{col 31}{space 2} .1920816{col 42}{space 1}    1.31{col 51}{space 3}0.199{col 59}{space 4}-.1401004{col 72}{space 3} .6444654
{txt}{space 10}year_98 {c |}{col 19}{res}{space 2} .3851759{col 31}{space 2} .1730166{col 42}{space 1}    2.23{col 51}{space 3}0.034{col 59}{space 4} .0318288{col 72}{space 3}  .738523
{txt}{space 10}year_99 {c |}{col 19}{res}{space 2} .3343031{col 31}{space 2} .1351764{col 42}{space 1}    2.47{col 51}{space 3}0.019{col 59}{space 4}  .058236{col 72}{space 3} .6103702
{txt}{space 10}year_00 {c |}{col 19}{res}{space 2} .4090132{col 31}{space 2} .1963792{col 42}{space 1}    2.08{col 51}{space 3}0.046{col 59}{space 4} .0079535{col 72}{space 3}  .810073
{txt}{space 10}year_01 {c |}{col 19}{res}{space 2} .2485752{col 31}{space 2} .2183991{col 42}{space 1}    1.14{col 51}{space 3}0.264{col 59}{space 4}-.1974553{col 72}{space 3} .6946056
{txt}{space 10}year_02 {c |}{col 19}{res}{space 2} .4189042{col 31}{space 2} .2516828{col 42}{space 1}    1.66{col 51}{space 3}0.106{col 59}{space 4}-.0951007{col 72}{space 3}  .932909
{txt}{space 10}year_03 {c |}{col 19}{res}{space 2} .4371724{col 31}{space 2} .2573177{col 42}{space 1}    1.70{col 51}{space 3}0.100{col 59}{space 4}-.0883403{col 72}{space 3} .9626852
{txt}{space 10}year_04 {c |}{col 19}{res}{space 2} .4133025{col 31}{space 2} .2924529{col 42}{space 1}    1.41{col 51}{space 3}0.168{col 59}{space 4} -.183966{col 72}{space 3} 1.010571
{txt}{space 10}year_05 {c |}{col 19}{res}{space 2} .5230022{col 31}{space 2}  .338858{col 42}{space 1}    1.54{col 51}{space 3}0.133{col 59}{space 4}-.1690382{col 72}{space 3} 1.215043
{txt}{space 10}year_06 {c |}{col 19}{res}{space 2} .3953293{col 31}{space 2} .3087216{col 42}{space 1}    1.28{col 51}{space 3}0.210{col 59}{space 4}-.2351644{col 72}{space 3} 1.025823
{txt}{space 10}year_07 {c |}{col 19}{res}{space 2} .0648813{col 31}{space 2} .1507691{col 42}{space 1}    0.43{col 51}{space 3}0.670{col 59}{space 4}-.2430303{col 72}{space 3}  .372793
{txt}{space 10}year_08 {c |}{col 19}{res}{space 2} .1928937{col 31}{space 2} .1545181{col 42}{space 1}    1.25{col 51}{space 3}0.222{col 59}{space 4}-.1226744{col 72}{space 3} .5084617
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 10.19472{col 31}{space 2} .8837542{col 42}{space 1}   11.54{col 51}{space 3}0.000{col 59}{space 4} 8.389851{col 72}{space 3} 11.99959
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28}-517961.1{col 39}-478735.8{col 50}    28{col 58} 957527.6{col 69} 957818.7
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

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. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Cooperative Agreements\Empirics\OCTOBER 2020\Output\cooperativeagreements.UQFE.SUPPLEMENTARY ANALYSIS #4.11-08-2020.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res} 8 Nov 2020, 18:11:00
{txt}{.-}
{smcl}
{txt}{sf}{ul off}